| 2006 |
Patrick W.T. Krooshof, Thanh N. Tran, Geert J. Postma, 2006, Effects of Including Spatial Information in the Clustering of Multivariate Image Data, Trends in Analytical Chemistry (Trac), 2006, In Press Link
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Melssen W, Wehrens R, Buydens L, 2006, Supervised Kohonen networks for classification problems, Chemometrics and Intelligent Laboratory systems, 83 (2006): p 99-113, Published Link
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Junnila S., Akhbardeh A., Barna L.C., Defee I., Värri A., 2006, A Wireless Ballistocardiographic Chair, Engineering in Medicine and Biology Society, 2006. EMBS 06. 28th Annual International Conference of the IEEE, Proceedings, Page(s):5932 – 5935 , Published Link
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Akhbardeh A., Junnila, S., Värri A., 2006, Applying Biorthogonal wavelets and a Novel QuickLearn Algorithm for an Intelligent Ballistocardographic chair, 2006 IEEE Mountain Workshop on Adaptive and Learning Systems, Proceedings, Page(s):42 – 47 , Published Link
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Akhbardeh A., Värri A., 2006, QuickLearn – A Novel Supervised On-line Learning Algorithm for Pattern Recognition, 2006 IEEE Mountain Workshop on Adaptive and Learning Systems, Proceedings, Page(s):207 – 212 , Published Link
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Norén H, Blad S, Carlsson A, Flisberg A, Gustavsson A, Lilja H, Wennergren M, Hagberg H., 2006, STAN in clinical practice – the outcome of 2 years of regular use in the city of Gothenburg, Am J Obstet Gynecol, 2006;195:7-15, Published Link
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Huupponen E., De Clercq W., Gomez-Herrero G., Saastamoinen A., Egiazarian K., Värri A., Vanrumste B., Vergult A., Van Huffel S., Van Paesschen W., Hasan J., Himanen, S-L. , 2006, Determination of dominant simulated spindle frequency with different methods. , Journal of Neuroscience Methods, Elsevier, 2006, Vol. 156 No 1-2, pp. 275-283., Published Link
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Barna L., Koivuluoma M., Micheloyannis S., Zervakis M., Värri, A. , 2006, Spectral analysis for the differentiation between normal and mild epileptic children., International Special Topic Conference on Information Technology in biomedicine, ITAB 2006, Ioannina, Greece, 26-28 October 2006., Proceedings of The Conference, 5 p., Published Link
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Akhbardeh A., Junnila S., Koivistoinen T., Värri A., 2006, Applying novel supervised fuzzy adaptive resonance theory (SF-ART) network and biorthogonal wavelets for ballistocardiogram diagnosis., The 2006 IEEE International Symposium on Intelligent Control , ISIC, Munich, Germany, 4-6 October 2006, Proceedings, pp. 143-148., Published Link
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Akhbardeh A., Junnila S., Koivistoinen T., Värri A., 2006, Design an intelligent ballistocardiographic chair using novel quicklearn and SF-SRT algorithms and biorthogonal wavelets., IEEE International Conference on Systems, Man, and Cybernetics, SMC 2006, Taipei, Taiwan, 8-11 October 2006, Proceedings, pp. 878-883., Published Link
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Akhbardeh A., Värri A.,, 2006, Applying novel quicklearn algorithm for pattern recognition, IEEE International Conference on Systems, Man, and Cybernetics, SMC 2006, Taipei, Taiwan, 8-11 October 2006., Proceedings, pp. 851-855., Published Link
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Barna L.C., Koivuluoma M., Vlad M., Värri A., 2006, Multichannel signal measurement and display., The 18th Biennial International Eurasip Conference, Biosignal 2006, Brno, Czech Republic, 28-30 June 2006., In: Jan, J. et al. (eds.). Proceedings of pp. 143-145., Published Link
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Alametsä J., Rauhala E., Huupponen E., Saastamoinen A., Värri, A., Joutsen A., Hasan J., Himanen S-L., 2006, Automatic detection of spiking events in EMFi sheet during sleep., Medical Engineering & Physics, Vol. 28, No. 3, pp. 267-275., Published Link
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Huupponen E., Saastamoinen A., Eskelinen V., Värri A., Hasan J., Himanen S-L., 2006, Apnea patients show a frontopolar inter-hemispheric spindle frequency difference, Neuroscience Letters, Vol. 403, No. 1-2, pp. 186-189., Published Link
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Saastamoinen A., Huupponen E., Värri A., Hasan J., Himanen S.-L., 2006, Computer program for automated sleep depth estimation, Computer Methods and Programs in Biomedicine , Vol. 82, No. 1, pp. 58-66., Published Link
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Saastamoinen A., Oja H., Huupponen E., Värri A., Hasan J., Himanen S-L., 2006, Topographic differences in mean computational sleep depth between healthy controls and obstructive sleep apnoea patients, Journal of Neuroscience Methods, Elsevier., Vol. 157, No 1, pp. 178-184., Published Link
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Värri A., 2006, File exchange format for vital signs, ENV 14271 and its use in electronic interchange of polysomnography data, Workshop to Develop Guidelines for Electronic Interchange of Polysomnography Data, Philadelphia, PA, USA, 27 January 2006, Invited presentation, Published Link
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Virkkala J., Hasan J., Värri A., Himanen S-L., Härmä M., 2006, Automatic unintentional sleep onset detection using two channel electro-oculography, Nordic Congress of Clinical Neurophysiology, NCCN 2006, Helsinki, Finland, 21-24 May 2006, Abstract book, p. 83., Published Link
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Virkkala J., Hasan J., Värri A., Himanen S-L., Müller K., 2006, Automatic sleep scoring system using two channel electro-oculorgraphy, 18th Congress of the European Sleep Research Society, Innsbruck, Austria, 12-16 September 2006, Abstracts of the Congress, Journal of Sleep Research 15, s1, p. 169., Published Link
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Värri A., 2006, The digital storing of biosignals, Kuopio University Summer School on the Integration of Information Systems, Invited lecture, Published Link
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Sakkalis V., Giurcaneanu C.D., Xanthopoulos P., Zervakis M., Tsiaras V., Yang Y., Micheloyannis S., 2006, Assessment of linear and non-linear EEG synchronization measures for evaluating mild epileptic signal patterns, The International Special Topic Conference on Information Technology in Biomedicine, ITAB 2006, Ioannina, Greece, 26-28 October 2006, Proceedings, 6 p., Published Link
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Giurcaneanu C.D., Mircean C., Fuller G.N., Tabus I., 2006, Finding functional structures in glioma gene-expressions using gene shaving clustering and MDL principle. , In: Zhang, W. & Shmulevich, I. (eds.). Computational and Statistical Approaches to Genomics 2. ed., , Springer Science+business Media, Inc. pp. 89-118., Published Link
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Christov I., Gomez-Herrero G., Krasteva V., Jekova I., Gotchev A., Egiazarian K., 2006, Comparative study of morphological and time-frequency ECG descriptors for hearthbeat classification, Medical Engineering & Physics, Elsevier., Vol. 28, No 9, pp. 876-887., Published Link
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Gomez-Herrero G., De Clercq W., Anwar H., Kara O., Egiazarian K., Van Huffel S., Van Paesschen, W., 2006, Automatic removal of ocular artifacts in the EEG without an EOG reference channel. , The 7th Nordic Signal Processing Symposium, NORSIG 2006, Reykjavik, Iceland, 7-9 June 2006 , In: Sveinsson, J. R. (ed.). Proceedings, pp. 130-133., Published Link
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Gomez-Herrero G., Jekova I., Krasteva V., Christov I., Gotchev A., Egiazarian K., 2006, Relative estimation of the Karhunen-Loève transform basis functions for detection of ventricular ectopic beats, Computers in Cardiology 2006, Valencia, Spain, 17-20 September 2006, Proceedings, pp. 569-572., Published Link
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Tichavsky P., Koldovsky Z., Doron E., Yeredor A., Gomez-Herrero G., 2006, Blind signal separation by combining two ICA algorithms: HOS-based EFICA and time structure-based WASOBI, 14th European Signal Processing Conference, EUSIPCO 2006, Florence, Italy, 4-8 September 2006, Proceedings, 5 p., Published Link
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Akkiprik M., Nicorici D., Cogdell D., Jia Y.J., Hategan A., Tabus I., Yli-Harja O., Yu D., Sahin A., Zhang W., 2006, Dissection of signaling pathways in foruteen breast cancer cell lines using reverse-phase protein lysate microarray, Technology in Cancer Research and Treatment, Vol. 5, No 6, pp. 543-552., Published Link
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Hategan A., Tabus I., Astola J., 2006, Choosing the design parameters for protein lysate arrays. , 14th European Signal Processing Conference, EUSIPCO 2006, Florence, Italy, 4-8 September 2006 , Proceedings, 5 p., Published Link
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Jiang R., Mircean C., Shmulevich I., Cogdell D., Jia Y., Tabus I., Aldape K., Sawaya R., Bruner J.M., Fuller G.N., Zhang W., 2006, Pathway alterations during glioma progression revealed by reverse phase protein lysate arrays. , Proteomics, Vol. 6, No 10, pp. 2964-2971., Published Link
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Korodi G., Tabus I., 2006, An efficient normalized maximum likelihood algorithm for DNA sequence compression, ACM Transactions on Information Systems (TOIS), Vol. 23, No. 1, pp. 3-34., Published Link
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Korodi G., Tabus I., 2006, Random-access compression of annotated DNA sequences, 2006 IEEE International Workshop on Genomic Signal Processing and Statistics, Gensips 2006, College Station, Texas, USA, 28-30 May 2006, Proceedings, pp. 69-70., Published Link
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Lähdesmäki H., Price N., Kim. S., Mircean C., Kobayashi T., Fuller G., Trent J., Tabus I., Dougherty E.R., Zhang W., Shmulevich I., 2006, Disease classification issues in cancer genomics, The 5th Annual International Symposium on Systems Biology Medicine, Seattle, WA, USA, 23-24 April 2006, Abstract book, 1 p., Published Link
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Tabus I., Hategan A., Mircean C., Rissanen J., Shmulevich I., Zhang W., Astola, J., 2006, Nonlinear modeling of protein expressions in protein arrays. , IEEE Transactions on Signal Processing, Vol. 54, No. 6, Part 2, pp. 2394-2407., Published Link
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Tabus I., Rissanen J., Astola J., 2006, Nonlinear signal modeling and structure selection with applications to genomics, In: Marshall, S. & Sicuranza, G. L. (eds.). Advances in Nonlinear Signal and Image Processing, Hindawi Publishing Corporation, 2006, Vol. 6, . pp. 79-101., Published Link
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Aho T., Wilhelm T., Beyer A., Schuster S., Yli-Harja O., 2006, Finding infeasible reactions in metabolic networks: comparison of methods, 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 23-26., Published Link
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Aizenberg I., Ruusuvuori P., Yli-Harja O., Astola J.T., 2006, Multilayer neural network based on multi-valued neurons (MLMVN) applied to classification of microrarray gene expression data, 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 27-30., Published Link
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Harjunpää A., Taskinen M., Nykter M., Karjalainen-Lindsberg M-L., Nyman H., Monni O., Hemmer A., Yli-Harja O., Hautaniemi S., Meri S., Leppä S., 2006, Differential gene expression in non-malignant tumour microenvironment is associated with outcome in follicular lymphoma patients treated with rituximab and CHOP, British Journal of Haematology, Vol. 135, No 1, pp. 33-42., Published Link
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Lähdesmäki H., Hautaniemi S., Shmulevich I., Yli-Harja O., 2006, Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks, Signal Processing, Vol. 86, No 4, pp. 814-834., Published Link
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Lähdesmäki H., Shmulevich I., Yli-Harja O., Astola J. , 2006, Inference of genetic regulatory networks via best-fit extensions, In: Zhang, W. & Shmulevich, I. (eds.). Computational and Statistical Approaches to Genomics 2. ed., pp. 259-278., Published Link
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Nicorici D., Yli-Harja O., Astola J., 2006, Cluster structure inference for microarray data based on an information theoretic criterion, 2006 IEEE International Workshop on Genomic Signal Processing and Statistics, Gensips 2006, College Station, Texas, USA, 28-30, May 2006 , Proceedings, pp. 87-88., Published Link
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Nicorici D., Yli-Harja O., Astola J., 2006, Finding large domains of similarity expressed genes, IEEE Engineering in Medicine and Biology Magazine, Vol. 25, No 1, pp. 82-89., Published Link
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Nicorici D., Yli-Harja O.,Astola, J., 2006, Stochastic complexity of vectors containing cluster structure, Tampere University of Technology, Institute of Signal Processing, ISBN 952-15-1676-3, ISSN 1459-4595, Report 2, Tampere. 6 p., Published Link
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Niemistö A., Selinummi J., Saleem R., Shmulevich I., Aitchison J., Yli-Harja, O., 2006, Extraction of the number of peroxisomes in yeast cells by automated image analysis., 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, New York City, USA, August 30 – September 3, 2006 , Proceedings, pp. 2353-2356., Published Link
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Nykter M., Aho T., Ahdesmäki M., Ruusuvuori P., Lehmussola A. Yli-Harja O., 2006, Simulation of microarray data with realistic characteristics., BMC Bioinformatics, No. 7, Vol. 349, 17 p., Accepted Link
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Nykter M., Hunt K.K., Pollock R.E., El-Naggar A.K., Taylor E., Shmulevich I., Yli-Harja O., Zhang, W., 2006, Unsupervised analysis uncovers changes in histopathologic diagnosis in supervised genomic studies., Technology in Cancer Research and Treatment, Vol. 5, No. 2, pp. 177-182., Published Link
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Nykter M., Kesseli J., Shmulevich I., Yli-Harja O., 2006, Analyzing Boolean network dynamics using attractor basin structure, 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 69-72., Published Link
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Pettinen A., Manninen T., Yli-Harja O., Ruohonen K., Linne M-L., 2006, Parameter estimation for neuronal signaling models: Deterministic and stochastic in silico data, The 15th Annual Computational Neuroscience Meeting, CNS 2006, Edinburgh, UK, 16-20 July 2006, Abstract book p. 82., Published Link
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Pettinen A., Yli-Harja O., Linne M.-L., 2006, Comparison of automated parameter estimation methods for neuronal signaling networks., Neurocomputing, Vol. 69, No. 10-12, pp. 1371-1374., Published Link
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Rämö P., Kesseli J., Yli-Harja O., 2006, Self-overlap in Boolean networks, 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 81-84., Published Link
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Ruusuvuori P., Yli-Harja O., Sima C., Dougherty E.R., 2006, Classification of quantized small sample data, IEEE International Workshop on Genomic Signal Processing and Statistics, Gensips 2006, College Station, Texas, USA, 28-30 May 2006, Proceedings, pp. 93-94., Published Link
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Zenonas Theodosiou, Ioannis Kasampalidis, Georgia Karayannopoulou, Ioannis Kostopoulos, Mattheos Bobos, Generoso Bevilacqua, Paolo Aretini, Andrea Cavazzana, Michele Menicagli, Antonina Starita, Kleoniki Lyroudia and Ioannis Pitas, 2006, Evaluation of FISH Image Analysis System on Assessing Her-2/neu Amplifcation in Breast Carcinoma Cases, Breast , Elsevier, Submitted Link
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Zenonas Theodosiou, Ioannis N. Kasampalidis, Kleoniki Lyroudia, Ioannis Pitas, George Livanos and Michalis Zervakis, 2006, Automated analysis of FISH and Immunohistochemistry images: A review, Cytometry, Wiley, Submitted Link
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Theodosiou, Z., Kasampalidis, I. , Karayannopoulou, G. , Kostopoulos, I., Aretini, P., Cardillo, F. A., Bevilacqua, G., Cavazzana, A., Menicagli, M., Starita, A., Lyroudia, K. and Pitas, 2006, Evaluation of automated FISH image analysis software on 60 breast carcinoma cases., Bioinformatics and Medical Informatics Meeting, Institute for Biomedical Research of the Academy of Athens, Athens, Greece, Oct. 2006, Institute for Biomedical Research of the Academy of Athens, Athens, Greece, Published Link
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3. Ioannis N. Kasampalidis, Ioannis Pitas and Kleoniki Lyroudia , 2006, Conservation of Metal-coordinating Residues, Proteins: Structure, Function and Bioinformatics, Wiley, In Press Link
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Ioannis N. Kasampalidis, Ioannis Pitas and Kleoniki Lyroudia , 2006, Statistical Conservation Analysis of Zinc-interacting Residues, Proc. Workshop on Computational Systems Biology, Tampere, Finland, Jun. 2006, pp. 41-44 , Proc. Workshop on Computational Systems Biology, Tampere, Finland, Jun. 2006, pp. 41-44 , Published Link
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[6] Raimondo F., Gavrielides M., Karayannopoulou G., Lyroudia K., Pitas I. and Kostopoulos I. , 2006, Automated evaluation of Her-2/neu status in breast tissue from fluorescent in situ hybridization images, IEEE Transactions on Image Processing, Journal for the Special Issue on Molecular and Cellular Bioimaging , 14(9): 1288-1298, 2005, Published Link
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A. Bogan-Marta, A. Hategan, I. Pitas, and I. Tabus, 2006, Language engineering and information theoretic methods in protein sequence similarity studies, Computational Intelligence in Bioinformatics, Springer, Submitted Link
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Saarinen, A., Linne M.-L., Yli-Harja O. , 2006, Modeling single neuron behavior using stochastic differential equations., Neurocomputing, Vol. 69, No. 10-12, pp. 1091-1096., Published Link
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Saarinen A., Linne M-L., Yli-Harja O., 2006, Parameter estimation for Hodgkin-Huxley type of models., 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 85-88., Published Link
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Saarinen A., Linne M-L., Yli-Harja O., 2006, Statistical similarity measures for stochastic firing data, The 15th Annual Computational Neuroscience Meeting, CNS 2006, Edinburgh, UK, 16-20 July 2006, Abstract book, p. 88., Published Link
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Selinummi J., Lehmussola A., Sarkanen J-R., Nykky J., Jalonen T.O., Yli-Harja O., 2006, Automated analysis of Golgi apparatus dispersion in neuronal cell images. , 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, pp. 89-92., Published Link
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Selinummi J., Ruusuvuori P., Lehmussola A., Huttunen H., Yli-Harja O., Miettinen R., 2006, Three-dimensional digital image analysis of immunostained neurons in thick tissue sections, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, New York City, USA, August 30 – September 3, 2006, Proceedings, pp. 4783-4786., Published Link
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Rämö P., Kesseli J., Yli-Harja O., 2006, Perturbation avalanches and criticality in gene regulatory networks, Journal of Theoretical Biology, Vol. 242, No 1, 7 September 2006, pp. 164-170., Published Link
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Selinummi J., Sarkanen J-R., Niemistö A., Linne M-L., Ylikomi T., Yli-Harja O., Jalonen T.O., 2006, Quantification of vesicles in differentiating human SH-SY5Y neuroblastoma cells by automated image analysis, Neuroscience Letters, Vol. 396, No. 2, pp. 102-107., Published Link
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Niemistö A, 2006, Automated quantitative analysis of biomedical microscopy images, 4th TICSP Workshop on Computational Systems Biology, WCSB 2006, Tampere, Finland, 12-13 June, In: Ruusuvuori, P. et al. (eds.). Proceedings, TICSP series 32, p. 9, Published Link
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Wallius E., Tohka J., Hirvonen J., Hietala J., Ruotsalainen, U., 2006, A Method for automatic extraction of striatal structures for PET dose-finding studies, Medical Imaging Conference, MIC 2006, San Diego CA, USA, October 29 – November 4, 2006 , Abstracts book, p. 349. , Published Link
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Tohka J., Wallius E., Hirvonen J., Hietala J., Ruotsalainen U., 2006, Partial volume effect, segmentation inaccuracy, and reproducibility in striatal D2 dopamine receptor availability with Raclopride PET. , Twelfth Annual Meeting of the Organization for Human Brain Mapping, Florence, Italy, 11-15 June 2006. , NeuroImage (Conference abstracts issue), Vol. 31, Supplement 1, 2 p., Published Link
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Tohka J., Wallius E., Hirvonen J., Hietala J., Ruotsalainen U., 2006, Automatic extraction of caudate and putamen in [11C] raclopride PET using deformable surface models and normalized cuts, IEEE Transactions on Nuclear Science, Vol. 53, No. 1, pp. 220-227., Published Link
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Peltonen S., Ruotsalainen U., 2006, New sinogram filter design utilizing sinusoidal trajectories, Medical Imaging Conference, MIC 2006, San Diego CA, USA, 29 October – 4 November 2006, Abstracts book, pp. 304., Published Link
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Krestyannikov E., Tohka J., Ruotsalainen U., 2006, Segmentation on dynamic emission tomography data in projection space., Computer Vision Approaches to Medical Image Analysis, Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, 12 May 2006., Lecture Notes in Computer Science 4241, pp. 108-119., Published Link
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Juslin A., Tohka J., Lötjönen J., Ruotsalainen U., 2006, Comparison on image segmentation and registration based methods for analysis of misaligned dynamic H2 15O cardiac PET images, Medical Imaging Conference, MIC 2006, San Diego CA, USA, 29 October – 4 November 2006, Abstracts book p. 350., Published Link
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Glotsos D., Tohka J., Soukka J., Soini J.T., Ruotsalainen, U., 2006, Robust Estimation of Bioaffinity Assay Fluorescence Signals, IEEE Transactions on Information Technology in Biomedicine, Vol. 10, No. 4, pp. 733-739., Published Link
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Sun L., Hu P., Goh C., Hamadicharef B., Hess M., Ifeachor E., Barbounakis I., Zervakis M., Nurminen N., Värri A., 2006, Bioprofiling over Grid for early detection of dementia, Proceedigs of the First International Conference on Scalable Information systems, INFOSCALE 2006, Hong Kong, 29 May – 1 June 2006. , ACM International Conference Proceedings Series 152, ACM. 10 p., Published Link
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Niemistö A, 2006, Quantitative Image Analysis Methods for Applications in Biomedical Microscopy, Doctoral thesis, Tampere University of Technology, Publication 632, ISBN 952-15-1673-9, Published Link
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Saastamoinen A., 2006, Visual and Computer-based Methods for Adaptive Sleep Analysis, Doctoral thesis, Tampere University of Technology, Publication 618, ISBN 952-15-1656-9, Published Link
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Rämö P, 2006, Annealed Dynamics of Boolean Networks: Criticality of Gene Regulatory Networks, Doctoral thesis, Tampere University of Technology, Publication 620, ISBN 952-15-1658-5, Published Link
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Kóródi G., 2006, Contributions to Lossless Data Compression, Doctoral thesis, Tampere University of Technology, Publication 615, ISBN 952-15-1652-6, Published Link
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Nykter M., 2006, Signal Processing Methods and Information Approach to Systems Biology, Doctoral thesis, Tampere University of Technology, Publication 642, ISBN 952-15-1690-9, Published Link
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Taktak AFG, Fisher AC, 2006, Outcome Prediction in Cancer, Outcome Prediction in Cancer, Book, Elsevier, Amsterdam, Published Link
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Damato BE, Taktak AFG, 2006, Survival after treatment of intraocular melanoma , Outcome Prediction in Cancer, Taktak AFG & Fisher AC (Eds), Chapter 2, Outcome Prediction in Cancer, Taktak AFG & Fisher AC (Eds), Elsevier, Amsterdam, Published Link
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Setzkoprn C, Taktak AFG, Damato, B, 2006, Geoconda: A web environment for multi-centre research, Outcome Prediction in Cancer, Chapter 15, Outcome Prediction in Cancer, Taktak AFG & Fisher AC (Eds), Elsevier, Amsterdam, Accepted Link
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Damato B, Taktak AFG, 2006, Uveal malignant melanoma: Mortality, Clinical Ocular Oncology, Elsevier, Philadelphia, Eds. A. Singh, B. Damato, J. Pe’er, A. Murphree, J. Perry,, Elsevier, Philadelphia, Eds. A. Singh, B. Damato, J. Pe’er, A. Murphree, J. Perry,, In Press Link
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P.J.G. Lisboa, A.F.G. Taktak , 2006, The use of artificial neural networks in decision support in cancer: A Systematic Review, Neural Networks, 19, pp 408-415, Published Link
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A.S. Jones, A.F.G. Taktak, T.R. Helliwell, J.E. Fenton, M.A. Birchall, D.J. Husband and A.C. Fisher , 2006, An artificial neural network improves prediction of observed survival in patients with laryngeal squomous carcinoma. , European Archives of Oto-Rhino-Laryngology, 263, pp 541-547 , Published Link
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A.F.G. Taktak, C. Setzkorn, B.E. Damato , 2006, Double-blind comparison of survival analysis using a bespoke web system, Proc Ann Int IEEE EMBS, 28 I, pp 2466-2469, Published Link
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Baronti F., Micheli A., Passaro A., Starita A., 2006, Machine learning contribution to solve medical problems in complex data domain, Outcome Prediction in Cancer, Eds: A. Taktak and A. C. Fisher, Studies in multy-disciplinarity Series of Elsevier, Submitted Link
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Duce C., Micheli A., Starita A., Tinè M.R., Solaro R., 2006, Prediction of polymer properties from their structure by recursive neural networks, in Macromol. Rapid Commun. , 27, pp. 711-715, Wiley and Sons – VCH, Published Link
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Bacciu D., Starita A.,, 2006, Competitive repetition-suppression (core) Learning, in Artificial Neural Networks – ICANN 2006,, Lecture Notes in Computer Science, Ed. Springer-Berlin/Heidelberg, p. 13-139, Vol. 4131/2006, Accepted Link
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[1] L. Sun, P. Hu, C. Goh, B. Hamadicharef, M. Hess, E. Ifeachor, I. Barbounakis, M. Zervakis, N. Nurminen and A. Varri,, 2006, Bioprofiling over Grid for Early Detection of Dementia, Infoscale 2006, Conference June 6-9, Valencia, Italy, Published Link
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[2] Lingfen Sun, P. Hu, C. Goh, B. Hamadicharef, M. Hess, E. Ifeachor, I. Barbounakis, M. Zervakis, N. Nurminen and A. Varri, 2006, Bioprofiling over Grid for Early Detection of Dementia, First International Conference on Scalable Information Systems, Conference May29-June 1, 2006, Hong Kong, Published Link
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P. Xanthopoulos , S. Golemati , V. Sakkalis , P. Y. Ktonas , M. Zervakis and C. R. Soldatos , 2006, Modeling the time-varying microstructure of simulated sleep EEG spindles using time-frequency analysis methods, IEEE 2006 International Conference of the Engineering in Medicine and Biology Society EMBC 2006, August 30-Sept. 3, 2006, Published Link
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V. Sakkalis, T. Oikonomou, E. Pachou, I. Tollis, S. Micheloyannis, and M. Zervakis, 2006, Time-significant Wavelet Coherence for the Evaluation of Schizophrenic Brain Activity using a Graph theory approach, IEEE 2006 International Conference of the Engineering in Medicine and Biology Society EMBC 2006, August 30-Sept. 3, 2006, Accepted Link
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[5] Z. E. Getsis, D. Tzagkas, P. V. Hatzilias and M. Zervakis, 2006, Laparoscopic Image Analysis for Robotic Arm Guidance, IEEE 2006 International Conference of the Engineering in Medicine and Biology Society EMBC 2006, August 30-Sept. 3, 2006, Published Link
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I. N. Dimou, G. Manikis and M. Zervakis, 2006, Applying Classifier Fusion schemes to Diagnostic Cancer Models , IEEE 2006 International Conference of the Engineering in Medicine and Biology Society EMBC 2006, August 30-Sept. 3, 2006, Published Link
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Blazadonakis M., Zervakis M., Kounelakis M., Beganzoli E. and Lamm, 2006, Support Vector Machines and Neural Networks as Marker Selectors for Cancer Gene Analysis, 3rd IEEE International Conference on Intelligent Systems , London 4-6/9/2006, Published Link
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Z. Getsis, M. Zervakis, G. Stavrakakis, 2006, Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification, Intl. Conf. On ANN, Athens Sept 10-14, 2006, Published Link
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E. G.M. Petrakis, G. Varelas, A. Hliaoutakis, P. Raftopoulou, 2006, Design and Evaluation of Semantic Similarity Measures for Concepts Stemming from the Same or Different Ontologies, 4th Workshop on Multimedia Semantics, 2006, Published Link
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Hliaoutakis, G. Varelas, E. G.M. Petrakis, E. Milios, 2006, MedSearch: A Retrieval System for Medical Information Based on Semantic Similarity , 10th ECDL European Conference on Research and Advanced Technology for , September, 17-22, 2006, Alicante, Spain, Accepted Link
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S. Micheloyannis, E. Pachou, C.J. Stam, M. Breakspear, P. Bitsios, M. Vourkas, S. Erimaki, M. Zervakis, 2006, Small-world networks and distrurbed functional connectivity in schizophrenia, Schizophrenia Research, Journal, Accepted June 2006, Accepted Link
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V. Sakkalis, M. Zervakis and S. Micheloyannis, 2006, Significant EEG Features Involved in Mathematical Reasoning: Evidence from Wavelet Analysis, Brain Topography, Journal, Accepted Sept 2006, Accepted Link
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Kounelakis, M., Zervakis, M., Kotsiakis, X. , 2006, The impact of Microarray Technology in Brain Cancer, A Multi-Perspective View on Outcome Prediction in Cancer, A Taktak & A. C. Fisher (ed): A Multi-Perspective View on Outcome Prediction in Cancer, Elsevier Publishing Company, Published Link
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[8] Z. Getsis, M. Zervakis, G. Stavrakakis, 2006, Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification, Lecture Notes in Computer Science, book chapter, Springer, Volume 4132/2006, Published Link
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M. Zervakis and M. Tzaphlidou, 2006, Design and Implementation of an Optical Inspection System for Analyzing D-Periods in Collagen Fibril Images, International special topic conference on Information Technology in biomedicine (ITAB 2006),, Oct. 26-28, 2006, Ioannina, Greece, Published Link
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[10] P. Xanthopoulos, S. Golemati, V. Sakkalis, P. Y. Ktonas, M. D. Ortigueira, M.Zervakis, T. Paparrigopoulos, X. Tsekou, and C. R. Soldatos , 2006, Comparative analysis of time-frequency methods estimating the time-varying microstructure of sleep EEG spindles, International special topic conference on Information Technology in biomedicine (ITAB 2006), , Oct. 26-28, 2006, Ioannina, Greece, Published Link
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[11] Vangelis Sakkalis, Ciprian Doru Giurcaneanu, Petros Xanthopoulos, Michalis Zervakis and Sifis Michelogiannis , 2006, Assessment of linear and non-linear EEG synchronization measures for evaluating mild epileptic signal patterns, International special topic conference on Information Technology in biomedicine (ITAB 2006), Oct. 26-28, 2006, Ioannina, Greece, Published Link
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V. Sakkalis, M. Zervakis, C. Bigan, T. Cassar, K.P. Camilleri, S.G. Fabri, and Sifis Micheloyannis, 2006, Validation of time-frequency and ARMA feature extraction methods in classification of mild epileptic signal patterns, International special topic conference on Information Technology in biomedicine (ITAB 2006) , Oct. 26-28, 2006, Ioannina, Greece, Published Link
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L. C. Barna, M. Koivuluoma, S. Micheloyannis, M. Zervakis, and A. Värri , 2006, Spectral analysis of the EEG for the differentiation of normal children and children with mild epilepsy, International special topic conference on Information Technology in biomedicine (ITAB 2006) , Oct. 26-28, 2006, Ioannina, Greece., Published Link
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M. E. Blazadonakis and M. Zervakis, 2006, Recursive Feature Elimination by Support Vector Machine and Neural Networks, journal of Artificial Inteligence in Medicine, Sept. 2006, under review, Submitted Link
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M. E. Blazadonakis and M. Zervakis, 2006, Wrapper Methods via Filer Criteria and Kernel Approaches, Bioinformatics, Dec 2006, under review, Submitted Link
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. Theodosiou, I. Kasampalidis, K. Lyroudia, I. Pitas, G. Livanos and M Zervakis , 2006, Automated analysis of FISH and Immunohistochemistry images: A review, Cytometry Part A, Dec. 2006, under review, Submitted Link
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[22] B. Jervis, S. Belal, G. Herrero, T. Bermudez, D. Lowe, K. Camilleri, P. Xanthopoulos, T. Casar, C. Bigan, D.E.J. Linden, K. Michalopoulos, M. Zervakis , M. Besleaga, S. Fabri, J. Muscat, 2006, Multi-channel ICA for extracting independent components from single trial evoked potentials, Journal of Physiological Measurement, Sept. 2006, under review, Submitted Link
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[23] B. W. Jervis, S. Y. Belal, C. Bigan, D. Linden, T. Cassar, K. Michalopoulos, K. Camilleri, S. G. Fabri, M. Zervakis, M Besleaga, D. Lowe and T. Bermudez, 2006, The Components of the P300 Evoked Potential and its Averaged Waveform, IEEE BME Letters, under significant restructuring, Submitted Link
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Bernazzani L., Duce C., Micheli A., Mollica V., Sperduti A., Starita A., Tinè M.R., 2006, Predicting Physiscal-Chemical Properties of Compounds from Molecular Structures by Recursive Neural Networks, J. Chem. Model, 46, pp.2030-2042, Submitted Link
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Duce C., Micheli A., Solaro R., Starita A., Tinè M.R., 2006, Prediction of Chemical-Physical Properties by Neural networks for Structures, Macromol. Symp. 2006, 234, 13-19 DOI: 10.1002/masy.2006, 50203, Submitted Link
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A. Micheli, A. Sperduti, A. Starita, 2006, An Introduction to Recursive Neural networks and kernel Methods for Cheminformatics, Invited paper to appear on the Special Issue of the Journal “Current Phamarceutical Design” , on new mathematical models for use (or potential use) in drug/medical research, Published Link
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Theodosiu Z., Kasampalidis I. N., Karayannopoulou G., Kostopoulus I., Bobos M., Bevilacqua G., Aretini P., Starita A., Lyroudia K., Pits I., 2006, Evaluation of FISH Image Analysis System on Assessing Her-2/neu Amplification in Breast Carcinoma Cases, Submitted to Breast, Book chapter, Submitted Link
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Da San martino G., Cardillo F.A., Starita A., 2006, A new swarm intelligence algorithm for image alignment, 3rd International Conference on Advances in Medical, Signal and Information Processing (MEDSIP 2006), July 17-19, 2006 Glascow, United Kingdom, Accepted Link
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Sun L., Hu P., GohC., Hamadicharef B., Ifeachor E., Barbounakis I., Zervakis M., Nurminen N., varri A., Fontanelli R., Di Bona S., Guerri D., La Manna S., Cerbioni K., Palance E., Starita A., 2006, Bioprofiling over Grid for eHealthcare, HealthGRID 2006, June 7-9, 2006, Valencia, Spain, Accepted Link
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Passaro A., Starita A., 2006, Clustering particles for multimodal function optimization, ECAI Workshop on Evolutionary Computation, 28 August 2006, Riva Del Garda, Italy, Published Link
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Righi M., Starita A., Barcaro U., Erimaki S., Micheloyannis S., 2006, A Method for Detection of Transient Events in EEG Signals, Joint Workshop on Analysis in Brain Diseases, May 18-19, 2006 Goteborg, Sweden, Published Link
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Bigan C., Besleaga M., Zervakis M., Ortigueira M., Batista A., Righi M., Barcaro U., Starita A, Camilleri K., 2006, EEG Signal Pre-processing for Segmentation into Significant Regions, major Aretifacts Removal, and Uncerainty Reduction in Epileptic Seizure Characterization, Joint Workshop on Analysis in Brain Diseases, May, 18-19, 2006 Goteborg, Sweden, Accepted Link
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Bini R., Chiappe C., Duce C., Micheli A., Starita A., Tinè M.R., 2006, QSPR for Ionic liquids by Recursive Neural Networks, XVIII, IUPAC International Conference on Physical Organic Chemistry, 20-25 August 2006, Warsaw, poland. Book of Abstracts, Editors: M.K. Cyranski, K.Wozniak, T.M. Krygowski, p. 53, Copyright 2006 pielaszek research ISBN 83-89585-11-1, Published Link
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Bini R., Chiappe C., Duce C., Micheli A., Starita A., Tinè M.R., 2006, Predicting Melting Points of Ionic Liquids by Neural Networks for Structures, Book of Abstracts:”Green Solvents for Processes”, Lake Constance Friedrichshafen, Germany 8-11 October 2006, p. 105, DECHEMA e. V., Accepted Link
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Bertinetto C., Bini R., Chiappe C., Duce C., Micheli A., Solaro R., Starita A., Tinè M.R., 2006, Recent Advances in the Representation of Molecular Structures for RecNN-QSPR Analysis, Selected Paper from International Conference of Computational Methods in Sciences and Engineering – ICCMSE 2006, Loutraki, Korinthos, Greece 27 October -1 November, published in Lecture Series on Computer and VComputational Sciences (LSCCS), Volume 7, 2006, pp. 1352-1355. Editors: T. Simos, G. Maroulis. Brill Academic Publishers, Leiden, The Netherlands. ISBN 10: 90 04 15542 2, ISBN 13: 978 90 04 15542 2., Accepted Link
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Bertinetto C., Duce C., Solaro R., Tinè M.R., Starita A., 2006, Application of QSPR analysis by neural networks fro structures to polymers containing cyclic moieties, XXVIII National Conference on Calorimetry, Thermal Analysis and Chemical Thermodynamics, Milan, Italy, December 11-15 2006, Accepted Link
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52. AMBROGI F., BIGANZOLI E. QUERZOLI P. FERRETTI S. BORACCHI P. ALBERTI S., MA RUBINI E., NENCI I. , 2006, Molecular subtyping of breast cancer from traditional tumor marker profiles using parallel clustering methods., Clinical Cancer Research, 12: 781-790, 2006, Submitted Link
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BIGANZOLI EM, BORACCHI P, AMBROGI F, MARUBINI E., 2006, Artificial neural network for the joint modelling of discrete cause-specific hazards., Artif Intell Med. , (2):119-30. Epub 2006 May 30, Published Link
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DEMICHELI R, BIGANZOLI E, BORACCHI P, GRECO M, HRUSHESKY WJ, RETSKY MW. , 2006, Allometric scaling law questions the traditional mechanical model for axillary lymph node involvement in breast cancer., J Clin Oncol. , 2006 Sep 20;24(27):4391-6., Published Link
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QUERZOLI P., PEDRIALI M., RINALDI R., LOMBARDI A.R., BIGANZOLI E., BORACCHI P., FERRETTI S., FRASSON C., ZANELLA C., GHISELLINI S., AMBROGI F., ANTOLINI L., PIANTELLI M., IACOBELLI S., MARUBINI E., ALBERTI S., NENCI I., 2006, Axillary Lymph Node Nanometastases are Prognostic Factors for Disease-free Survival and Metastatic Relapse in Breast Cancer Patients., Clin Cancer Res. , 2006;12(22):6696-701, Published Link
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ANTOLINI L., BIGANZOLI E., BORACCHI P., 2006, Crude Cumulative Incidence in the form of a Horvitz-Thompson like and Kaplan-Meier like Estimator, Collection of Biostatistics Research Archive The Berkeley Electronic Press., (October 2006) COBRA Preprint Series. Article 10., Published Link
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LAMA N., BORACCHI P., BIGANZOLI E., 2006, “Exploration of distributional models for a novel intensity-dependent normalization procedure in censored gene expression data”, Collection of Biostatistics Research Archive The Berkeley Electronic Press., (October 2006) COBRA Preprint Series. Article 14., Published Link
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BIGANZOLI E., BORACCHI P., 2006, Flexible hazard modelling for outcome prediction in breast cancer. Perspective for the use of bioinformatics knowledge., 27th Annual Conference of the International Society for Clinical Biostatistics. Geneva , In Taktak AFG, Fisher AC, Outcome Prediction in Cancer, Outcome Prediction in Cancer, Elsevier, Amsterdam, 2006 , Published Link
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R. Matam, D. Lowe, 2006, Standardisation of Medical Formats And Protection of Patient Privacy, Third European Online Conference on Medical Data Acquisition Standards and Protocols, http://biopattern.soc.plymouth.ac.uk/MEDASP2006/, Published Link
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D. Lowe,R. Matam,B. Toch, 2006, Steganography, BioPatterns and Independent Components, SEVENTH INTERNATIONAL CONFERENCE ON MATHEMATICS IN SIGNAL PROCESSING, THE INSTITUTE OF MATHEMATICS AND ITS APPLICATIONS, Published Link
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R.Herzallah,D.Lowe, 2006, ADAPTIVE CRITIC METHODS FOR SYSTEMS WITH FUNCTIONAL UNCERTAINTIES, 7th Portuguese Conference on Automatic Control – CONTROLO 2006, Lisbon, Portugal, September, 2006, Published Link
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M.Sivaraksa, D.Lowe, 2006, GENE EXPRESSION PREDICTORS OF BREAST OUTCOME: A VISUALISATION STUDY, Fourth TICSP International Workshop on Computational Systems Biology, WCSB 2006, 53–56, June, 2006, Published Link
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D.Lowe, X.Wang, I.T. Nabney, 2006, HIERARCHICAL NEUROSCALE–AN APPROACH TO GENE EXPRESSION DATA VISUALISATION, Fourth TICSP International Workshop on Computational Systems Biology, WCSB 2006,, 57–60, Tampere, Finland, June, 2006, Published Link
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D. Woodcock, I. T. Nabney, 2006, Gaussian Kernel Entropy: an application to ECG, SEVENTH INTERNATIONAL CONFERENCE ON MATHEMATICS IN SIGNAL PROCESSING, 18-20 December, 2006, The Royal Agricultural College, Cirencester, THE INSTITUTE OF MATHEMATICS AND ITS APPLICATIONS, Published Link
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B.van Calster, D.Timmerman, S.van Huffel, I.T.Nabney, 2006, Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study, IEEE EMBS 2006,, IEEE EMBS 2006,, Accepted Link
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D.M.Maniyar, I.T.Nabney, 2006, Visual Data Mining: Integrating Machine Learning with Information Visualization, Proceeding of the 7th International Workshop on Multimedia Data Mining., pp 63–72, 2006, Published Link
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D.M.Maniyar, I.T.Nabney, 2006, Data Visualization with Simultaneous Feature Selection, Proceeding of the IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, pp 156–163, 2006. [Awarded the best student paper award], Published Link
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D.M.Maniyar, I.T.Nabney, 2006, Visual data mining using principled projection algorithms and information visualization techniques, Proceeding of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining., pp 643–648, 2006., Published Link
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D.M. Maniyar, I.T. Nabney, B.S. Williams, A.Sewing, 2006, Data visualization during the early stages of drug discovery., Journal of Chemical Information and Modelling,, 46(4):1806–1818, 2006., Published Link
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M. De Vos, A. Vergult, L. De Lathauwer, W. De Clercq, S. Van Huffel, P. Dupont, A. Palmini, W. Van Paesschen, 2006, Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone.ESAT Laboratory, K.U.Leuven, Belgium, NeuroImage, NeuroImage, Accepted Link
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Sabine Van Huffel and Teresa Laudadio, 2006, Magnetic Resonance Spectroscopic Imaging: a survey of quantification and classification algorithms, , Invited Paper as semi-plenary speaker, Proceedings 14th IFAC Symposium on System identification (SYSID 2006), Newcastle, Australia, pp. 65-80., Published Link
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M. De Vos, L. De Lathauwer, A. Vergult, W. De Clercq, W. Van Paesschen, S. Van Huffel, 2006, Spatially constrained independent component analysis algorithm for real-time eye artifact removal from the electroencephalogram, Proceedings first Benelux Biomedical Engineering symposium, jointly organized by the IEEE-EMBS Benelux, National Science Academy, Brussels, Belgium, December 7-8, 2006, pp.159-163, Published Link
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W. Deburchgraeve, B. Vanrumste, A. Vergult, M. De Vos, W. Van Paesschen, S. Van Huffel, 2006, Automatic detection and localization of epilepsy in the Electroencephalogram, Proceedings first Benelux Biomedical Engineering symposium, jointly organized by the IEEE-EMBS Benelux, National Science Academy, Brussels, Belgium, December 7-8, 2006, pp. 321-324, Published Link
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A. Vergult, M. De Vos, P. Levan, J. Gotman And S. Van Huffel, 2006, Automatic muscle artifact removal as a preprocessing technique for seizure detection, Proceedings first Benelux Biomedical Engineering symposium, jointly organized by the IEEE-EMBS Benelux Chapter, National Science Academy, Brussels, Belgium, December 7-8, 2006, 4 pp. on CDrom, Published Link
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H. Hallez, A. Vergult, R. Phlypo, P. Van Hese, W. De Clercq, Y. D’asseler, R. Van De Walle, B. Vanrumste, W. Van Paesschen, S. Van Huffel And I. Lemahieu, 2006, Muscle and eye artifact removal prior to EEG source Localization, Proceedings of the 28th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2006), New York, August 30-September 3, 2006, pp. 1002-1005, Published Link
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J-B. Poullet, D.M. Sima, S. Van Huffel, P. Van Hecke, 2006, Frequency-selective quantitation of short-echotime Magnetic Resonance spectra, In Proc. Of the IEEE 2006 International Conference of the Engineering in Medicine and Biology Society (EMBC 2006), New York, , Accepted Link
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J.-B. Poullet, D. M. Sima, A.W. Simonetti, B. De Neuter, L. Vanhamme, P. Lemmerling And S. Van Huffel, 2006, An Automated quantitation of short echo time MRS spectra in an open source software: AQSES, NMR in Biomedicine, Vol. 19, pp. 1-12, Published Link
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A. Devos, N. Bergans, T. Dresselaers, J. De Brabanter, D. Sima, L. Vanhamme, F. Vanstapel, P. Van Hecke, S. Van Huffel, 2006, Model Order Selection for quantification of a multi-exponential magnetic resonance spectrum, Proceedings of the 28th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2006), New York, pp. 1299-1302, Published Link
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J.-B. Poullet, D. M. Sima And S. Van Huffel, 2006, Frequency-selective quantification of short-echo time Magnetic Resonance spectra, Proceedings of the 28th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2006), New York, pp. 6351-6355, Published Link
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J. Luts, A. Heerschap, J.A.K. Suykens, S. Van Huffel, 2006, A combined MRI and MRSI based system for brain tumour recognition using LS-SVMs with class probabilities and feature selection, Internal report 06-143, ESAT-SISTA, K.U.Leuven(Leuven, Belgium), 2006 (submitted to Artifical Intelligence in Medicine, revised and resubmitted)., , Submitted Link
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M. De Vos, T. Laudadio, A. Simonetti, A. Heerschap and S. Van Huffel, 2006, Fast nosologic imaging of the brain, Journal of Magnetic Resonance, 2006, , Accepted Link
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Luts J., Van Huffel S, 2006, LS-SVM based multiclass classification Of brain tumours using MRI and MRSI”, Proc. of the ESMRMB 2006, Warchau, , Accepted Link
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Sofia Blad, Nicholas Outram, David Larsson, Karl G Rosén, 2006, Assessment of fetal heart rate variability and reactivity during labour – a novel approach, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 1-2, Published Link
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De Vos M., Pels P., Laudadio T., Van Huffel S., Kurhanewicz J., Nelson S. J, 2006, Automation of spectroscopic scoring of prostate MRSI by a canonical correlation analysis based classification, Proc. of the ESMRMB 2006, Warchau, , Accepted Link
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Poullet J., Van Huffel S, 2006, Automated quantitation of short echotime MR spectra in a open source software environment: AQSES classification”, Proc. of the ESMRMB 2006, Warchau 2006, , Accepted Link
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Nils Löfgren, M. Thordstein, A. Fliesberg, N. Outram, E. Ifeachor, K. Lindecrantz, 2006, Entropy of the Neonatal EEG, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 3, Published Link
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J. Luts, A. Heerschap, J.A.K. Suykens, S. Van Huffel, 2006, MRI and MRSI based multiclass LS_SVM classification using class probabilities and feature selection, Abstracts ISMRM workshop on Data Processing for MR Spectroscopy and Imaging, Airlie Center in Warrenton, VA, USA, , Accepted Link
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Gevaert O., Pochet N., De Smet F., Van Gorp T., De Moor B., Timmerman D., Amant F., Vergote I, 2006, Molecular profiling of platinum resistant ovarian cancer: use of the model in clinical practice”, , International Journal of Cancer, vol. 119, no. 6, Sep. 2006, pp. 1511, Accepted Link
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J. Löfhede, N. Löfgren, M. Thordstein, A. Flisberg, I. Kjellmer, N. Outram, E. Ifeachor, Kaj Lindecrantz, 2006, Detection Of Bursts In The EEG Of Post Asphyctic Newborns, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 5-6, Published Link
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Pochet N.L.M.M., Suykens J.A.K, 2006, Support vector machines versus logistic regression: improving prospective performance in clinical decision-making” , Ultrasound in Obstetrics & Gynecology, Opinion, vol. 27, no. 6, Jun. 2006, pp. 607-608, Published Link
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Condous G., Kirk E., Van Calster B., Van Huffel S., Timmerman D., Bourne T, 2006, Failing pregnancies of unknown location: A prospective evaluation of the human chorionic gonadotrophin ratio, BJOG An international Journal of Obstetrics and Gynaecology, vol. 113, no. 5, May 2006, pp. 521-527, Published Link
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F. Seoane and K. Lindecrantz, 2006, The Transcephalic Electrical Impedance Method. Principles for Brain Tissue State Monitoring, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 7-8, Published Link
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L.C. Barna, M. Koivuluoma, S. Micheloyannis, M. Zervakis, and A. Värri, 2006, Spectral features of the EEG are unlikely to differentiate between normal and epileptic children, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 9, Published Link
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A.F.G. Taktak, A.C. Fisher, G. Sidaras, A.G. Jones, S.M. Mustafa, 2006, Deriving a Real Time Depth of Anaesthesia Index from the Middle Latency Auditory Evoked Potential (mlAEP), Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 11-12, Published Link
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M. Righi, A. Starita, U. Barcaro, S. Erimaki, and S. Micheloyannis, 2006, A Method For Detection Of Transient Events In EEG Signals, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 15-16, Published Link
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B. Jervis, S. Belal, G. Herrero, T. Bermudez, D. Lowe, C. Bigan, K. Camilleri, T. Cassar, S.Fabri, W. De Clercq, M. Zervakis and K. Michalopoulos, 2006, To extract the Independent Components of the evoked potentials in the EEG using ICA, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 17, Published Link
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V. Sakkalis, M. Zervakis, C. Bigan, T. Cassar, K.P. Camilleri, S.G. Fabri, and S. Micheloyannis, 2006, EEG feature extraction and selection methods using wavelets and ARMA model for classifying mild epileptic signal patterns, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 21-22, Published Link
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Ellie Pachou, Theophanis Oikonomou, Vagelis Sakkalis, Sophia Erimaki, Vasso Tsirka, Yannis Tolis, Michalis Zervakis, Sifis Micheloyannis, 2006, Using graph theoretical methods to evaluate EEG signals in schizophrenia., Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 23, Published Link
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T. Cassar, R. Grech, K. P. Camilleri, S. G. Fabri, J. Muscat, B. Vanrumste, A. Vergult, S. Van Huffel, P. Xanthopoulos, M. Zervakis, B. W. Jervis and S. Belal, 2006, EEG Dipole Source Localization A comparative analysis, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 25, Published Link
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T. Bermudez, D. Lowe, Anneleen Vergult, Maarten De Vos, Bart Vanrumste, Sabine Van Huffel, Wim Van Paesschen and Anne-Marie Arlaud-Lamborelle, 2006, Preliminary Results on Feature Extraction for Fusion of ECG R-R intervals and EEG Complexity for Epileptic Seizure Detection., Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 27, Published Link
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E. Huupponen, W. De Clercq, G. Gómez-Herrero, A. Saastamoinen, K. Egiazarian, A. Värri, B. Vanrumste, A. Vergult, S. Van Huffel, W. Van Paesschen, J. Hasan, S.-L. Himanen, 2006, Determination of dominant simulated spindle frequency with different methods, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 29, Published Link
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P. Xanthopoulos, S. Golemati, V. Sakkalis, P. Y. Ktonas, M. D. Ortigueira, M. Zervakis, T. Paparrigopoulos, X. Tsekou, and C. R. Soldatos, 2006, Modeling the time-varying microstructure of sleep EEG spindles using timefrequency analysis methods, Proceedings of The BIOPATTERN Brain S.I.G Workshop Gotteborg, May 2006, Sweden, pp 31, Published Link
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Gevaert O., De Smet F., Timmerman D., Moreau Y. and De Moor B, 2006, Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks, Bioinformatics, ISMB 2006 Conference Proceedings, Fortaleza, Brazil, vol. 22, no. 14, Jul. 2006, pp. e184-e190, Published Link
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Elia Biganzoli, Patrizia Boracchi, 2006, Biostatistics of Prognostic Inference: Implications for High Throughput Assay Techniques in Oncology., Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 7-10, Published Link
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Condous G., Kirk E., Lu C., Van Calster B., Van Huffel S., Timmerman D., Bourne T, 2006, There is no role for uterine curettage in the contemporary diagnostic work-up of women with a pregnancy of unknown location’, Human Reproduction, Oct. 2006, vol. 21, no. 10, pp. 2706-2710, Published Link
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Gevaert O., Ojeda F., Timmerman D., De Moor B, 2006, Integrating proteomics in medical decision support systems using Bayesian networks, Proc. of the conference on In-Silico Analysis of Proteins – Swiss-Prot (Swiss-Prot), Fortaleza, Brazil, pp. 1-2, Published Link
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I.H. Jarman , T.A. Etchells and P.J.G. Lisboa, 2006, Decision Support Interfaces, Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 11-15, Published Link
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A.R. Green, G.R. Ball, I.O. Ellis, 2006, Breast Cancer Prognosis: Clinical Expectations, Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 16-39, Published Link
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Gevaert O., van Vooren S., De Moor B, 2006, The use of prior distributions for learning genetic networks , Proc. of the workshop on Probabilistic Modeling and Machine Learning in Structural and Systems Biology, Tuusula, Finland , pp. 103-107, Published Link
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A. Taktak, L. Antolini, H. Aung, P. Boracchi, I. Campbell, B. Damato, E.Ifeachor, N. Lama, P. Lisboa, G. Manikis, C. Setzkorn, V. Stalbovskaya, M.Zervakis, E. Biganzoli, 2006, A Protocol for Double-Blind Evaluation of Prognostic Models, Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 40-49, Published Link
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C. Setzkorn, A.F. Taktak, 2006, Evaluation of a Multi-Objective Evolutionary Algorithm for Survival Analysis, Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 50-69, Published Link
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L. Antolini, P. Boracchi and E. Biganzoli, 2006, Explained Variation and Discrimination Measures in Survival Analysis, Proceedings of the 2nd European Workshop on the Assessment of Diagnostic and Prognostic Performance, pp 70-82, Published Link
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Van Belle V., Poullet JB., Monleon D., Celda B., Martinez-Bisbal M. and Van Huffel S, 2006, Classification of brain tumors by means of high resolution magic angle spinning spectra, Proc. of the Belgian Day on Biomedical Engineering IEEE/EMBS Symposium, Brussels, Belgium , pp. 199-202, Published Link
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Vanderperren K., Vandeput S., Poullet J., Sima D., Van Huffel S, 2006, Automatic quantification of magnetic resonance spectroscopic signals : Evalution and comparison of aqses and quest , Proc. of the Belgian day on biomedical engineering – IEEE/EMBS Benelux Symposium, Brussels, Belgium , pp. 251-254, Published Link
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Pochet N , 2006, Microarray data analysis using support vector machines and kernel methods , Faculty of Engineering, K.U.Leuven (Leuven, Belgium), 238 pages, Published Link
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Kirk E., Condous G., Van Calster B., Haider Z., Van Huffel S., Timmerman D., Bourne T, 2006, A validation of the most commonly used protocol to predict the success of single dose methotrexate in the treatment of ectopic pregnancy, Internal Report 06-132, ESAT-SISTA, K.U.Leuven, Leuven, Belgium. Accepted for publication in Human Reproduction, , Accepted Link
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Condous G., Van Calster B., Kirk E., Timmerman D., Van Huffel S., Bourne T, 2006, Prospective cross-validation of three methods of predicting the outcome of pregnancies of unknown location , Internal Report 06-133, ESAT-SISTA, K.U.Leuven, Leuven, Belgium, , Accepted Link
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Van Calster B., Nabney I., Timmerman D., Van Huffel S, 2006, The Bayesian approach: A natural framework for statistical modeling , Internal Report 06-144, ESAT-SISTA, K.U.Leuven, Leuven, Belgium. Accepted for publication in Ultrasound in Obstetrics and Gynecology, , Accepted Link
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Aung M.S.H., Lisboa P.J.G., Etchells T.A.E., Testa A.C., Van Calster B., Van Huffel S., Valentin L., Timmerman D, 2006, Comparing analytical decision support models through Boolean rule extraction: a case study of ovarian tumour malignancy, Proceedings Fourth international symposium on Neural networks (ISNN 2007), Nanjing, China, June 3-7, 2007, published also in Lecture Notes in Computer Science (Springer), , Accepted Link
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Timmerman D., Van Holsbeke C., Van den Bosch T., Van Calster B., Van Huffel S., Vergote I, 2006, Letter to the editor, Int. J. Gynecol. Cancer,2007, Vol. 17, No 1, Accepted Link
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Van Calster B., Timmerman D., Nabney I.T., Valentin L., Van Holsbeke C., Vergote I., Van Huffel S, 2006, Using Bayesian neural networks with ARD input selection to detect malignant adnexal masses prior to surgery, Internal Report 06-85, ESAT-SISTA, K.U.Leuven, Leuven, Belgium, , Accepted Link
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Van den Bergh B.R.H., Van Calster B., Smits T., Van Huffel S., Lagae L, 2006, Prenatal origins of depression. On the role of prenatal maternal anxiety and altered HPAA functioning , Internal Report 06-88, ESAT-SISTA, K.U.Leuven, Leuven, Belgium, , Accepted Link
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Van Calster B., Smits T., Van den Bergh B.R.H., Van Huffel S, 2006, Don/t just analyze your data: An independent application of improved methods for investigating indirect effects to a mediated moderation effect, Internal Report 06-89, ESAT-SISTA, J.U.Leuven, Leuven, Belgium, , Accepted Link
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Timmerman D., Van Calster B., Van Holsbeke C., Domali E., Testa A.C., Lu C., Van Huffel S., Valentin L, 2006, Predicting malignancy of ovarian tumors: Prospective evaluation of models from the IOTA study , Internal Report 06-90, ESAT-SISTA, K.U.Leuven, Leuven, Belgium, , Accepted Link
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Van Calster B., Timmerman D., Lu C., Suykens J.A.K., Valentin L., Van Holsbeke C., Amant F., Vergote I., Van Huffel S, 2006, Preoperative diagnosis of ovarian tumors using Bayesian kernel-based methods, Internal Report 06-96, ESAT-SISTA, K.U.Leuven, Leuven, Belgium. Accepted for publication in Ultrasound in Obstetrics and Gynecology, , Accepted Link
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Okaro E., Condous G., Khalid A., Timmerman D., Ameye L., Van Huffel S., Bourne T, 2006, The use of ultrasound-based /soft markers/ for the prediction of pelvic pathology in women with chronic pelvic pain – Can we reduce the need for laparoscopy ? , BJOG International Journal of Obstetrics and Gynaecology, 2006, pp. 251-256, Published Link
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De Smet F., Pochet N., Engelen K., Van Gorp T., Van Hummelen P., Marchal K., Amant F., Timmerman D., De Moor B., Vergote I, 2006, Predicting the clinical behavior of ovarian cancer from gene expression profiles , International Journal of Gynecological Cancer, vol. 16, no. s1 , pp. 147-151, Published Link
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Van Gorp T., De Smet F., Pochet N., Engelen K., Van Hummelen P., Suykens J., Marchal K., Amant F., Moreau Y., Timmerman D., De Moor B., Vergote I, 2006, Predicting the clinical behavior of ovarian cancer from gene expression profiles, International Journal of Gynecological Cancer, 14th International meeting of the ESGO (ESGO 14), Istanbul, Turkey, vol. 15, no. S2, pp. 66, Published Link
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Haider Z., Condous G., Khalid A., Kirk E., Mukri F., Van Calster B., Timmerman D., Bourne T, 2006, The impact of the availability of ultrasonography in the acute gynaecology unit, Ultrasound in Obstetrics and Gynecology, vol. 28, no. 2 pp. 207-213, Published Link
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Gevaert O., De Smet F., Kirk E., Van Calster B., Bourne T., Van Huffel S., Moreau Y., Timmerman D., De Moor B and Condous G, 2006, Predicting the outcome of pregnancies of unknown location: Bayesian networks with expert prior information compared to logistic regression, Human Reproduction, vol. 21, no. 7, pp. 1824-1831, Published Link
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Neven P., Pochet N., Drijkoningen M., Amant F., De Smet F., Paridaens R., Christiaens M.R., Vergote I, 2006, Progesterone Receptor in Estrogen Receptor?Positive Breast Cancer: The Association Between HER-2 and Lymph Node Involvement Is Age Related , Journal of Clinical Oncology, vol. 24, no. 16, pp. 2595-2597, Published Link
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De Smet F., De Brabanter J., Konstantinovic M.L., Pochet N., Van den Bosch T., Moerman P., De Moor B., Vergote I., Timmerman D, 2006, New models to predict depth of infiltration in endometrial carcinoma based on transvaginal sonography, Ultrasound in Obstetrics and Gynecology, vol. 27, no. 6, pp. 664-671, Published Link
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Gevaert O., De Smet F., Timmerman D., Moreau Y. and De Moor B, 2006, Integration of clinical and microarray data using Bayesian networks , Proc. of the 14th IFAC Symposium on System Identification (SYSID), Newcastle, Australia, pp. 1-6, Published Link
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Pochet N.L.M.M., Ojeda F., De Smet F., De Bie T., Suykens J.A.K., De Moor B.L.R, 2006, Kernel clustering for knowledge discovery in clinical microarray data analysis, Internal Report 05-205, ESAT-SISTA, K.U.Leuven Leuven, Belgium, 2005. Chapter 3 of Kernel methods in bioengineering, communications and image processing, (Camps-Valls G., Rojo-Alvarez J.L., and Martinez-Ramon M., eds.), Idea Group Inc. (Hershey, Pennsylvania (US)), 2006, , Accepted Link
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Vasiliki Tsirka, Ellie Pachou, Sifis Micheloyannis, Sophia Erimaki , 2006, WORKING MEMORY FUNCTION AS INDICATOR OF NEURAL EFFICIENCY HYPOTHESIS: GRAPH THEORETICAL ANALYSIS, Annual Greek Congress of Neuroscience Association. University of Crete and University of Athens., , Published Link
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V. Sakkalis, M. Zervakis, and S. Micheloyannis, 2006, Significant EEG Feature Selection for the Evaluation of Cognitive Task Complexity Functions, Brain Topography, Vol. 19, No.1-2, pp.53-60, Published Link
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T. Oikonomou, V. Sakkalis, I. Tollis, S. Micheloyannis, 2006, Searching and Visualizing Brain Networks in Schizophrenia , Lecture Notes in Computer Science, Biological and Medical Data Analysis, 7th International Symposium, (ISBMDA 2006), Thessaloniki, Greece, pp. 172-182, Published Link
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S. Erimaki, K. Kanatsouli, E. Karakonstandaki, M. Vourkas, V. Sakkalis, and S. Micheloyannis, 2006, EEG Responses To Complex Fractal Stimuli, 2nd International Nonlinear Science Conference, Heraklion, Crete, Greece March 10-12, 2006, , Published Link
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Elen S. Karakonstantaki Ellen S, Spyridon Voutoufianakis, Kassia S. Kanatsouli, Sofia Erimaki, Vasiliki Tsirka, Manolis Linardakis, Sifis G. Micheloyannis , 2006, CONTROLLED CHILDHOOD EPILEPSY DOES NOT IMPAIR SCHOOL PERFORMANCE AND BEHAVIOR, 2nd Agean meeting for neurological therapeutics, Crete 2006 , , Published Link
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Ellie Pachou, Sifis Micheloyannis, Stefan Olofsson, Christina Fraguli , 2006, STUDY OF NEURONAL ORGANIZATION ESTIMATING EEG SIGNALS IN SCHIZOPHRENICS USING COMPLEXITY AND GRAPH THEORETICAL ANALYSIS METHODS: EVIDENCE OF DISCONNECTION, 2006 Annual Greek Congress of Neuroscience Association , , Published Link
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Sifis Micheloyannis, Michalis Vourkas, Michalis Zervakis, Vasso Tsirka, Sofia Erimaki, Bart Vanrumste, 2006, GRAPH THEORETICAL ANALYSIS OF EEG EPILEPTIC ACTIVITY, 2006 Annual Greek Congress of Neuroscience Association , , Published Link
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Micheloyannis S, Pachou E, Stam C, Vourkas M, Erimaki S, Tsirka V, 2006, Using graph theoretical analysis of multi channel EEG to evaluate the neural efficiency hypothesis, Neurosscience letters 2006 , 402: 273-277, Published Link
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Karakonstantaki Elen S., Spyridon Voutoufianakis, Kassia S. Kanatsouli, Sofia Erimaki, Vasiliki Tsirka, Manolis Linardakis, Sifis G. Micheloyannis , 2006, CONTROLLED CHILDHOOD EPILEPSY DOES NOT IMPAIR SCHOOL PERFORMANCE AND BEHAVIOR, Aegean Meeting of Greek Neurosciences, 2006, , Published Link
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Tsirka Vassiliki, Ellie Pachou, Sifis Micheloyannis, Sophia Erimaki, 2006, WORKING MEMORY FUNCTION AS INDICATOR OF NEURAL EFFICIENCY HYPOTHESIS: GRAPH THEORETICAL ANALYSIS , Annual Greek Congress of Neuroscience Association, , Published Link
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| 2005 |
A.W. Simonetti, W.J. Melssen, F. Szabo de Edelenyi, J.J.A. van Asten, A. Heerschap and L.M.C. Buydens, 2005, Combination of feature-reduced MR Spectroscopic and MR imaging data for improved brain tumor classification, NMR Biomed, 18, p 34-43, Published Link
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F. Szabo de Edelenyi, A.W. Simonetti, G. Postma, R. Huo & L.M.C. Buydens, 2005, Application of independent component analysis to 1H MR spectroscopic imaging exams of brain tumours, Analytica Chimica Acta, 544, p 36-46, Published Link
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Akhbardeh A., Junnila S., Koivistoinen T., Kööbi T., Värri A., 2005, Ballistocardiogram classification using a novel transform so-called AliMap and biorthogonal wavelets, 2005 IEEE International Workshop on Intelligent Signal Processing, Proceedings, 2005 Page(s):64 – 69 , Published Link
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Siira SM, Ojala TH, Vahlberg TJ, Jalonen JO, Valimaki IA, Rosen KG, Ekholm EM., 2005, Marked fetal acidosis and specific changes in power spectrum analysis of fetal heart rate variability recorded during the last hour of labour, BJOG, 2005;112:418-23, Published Link
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Welin AK, Blad S, Hagberg H, Rosen KG, Kjellmer I, Mallard C, 2005, Electrocardiographic changes following umbilical cord occlusion in the midgestation fetal sheep, Acta Obstet Gynecol Scand, 2005 Feb;84(2):122-8, Published Link
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Rosen KG, 2005, Fetal electrocardiogram waveform analysis in labour, Curr Opin Obstet Gynecol, 2005;17:147-50, Published Link
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Geoff Henderson, 2005, Early Detection of Dementia using the Human Electroencephalogram, Phd Thesis, School of Computing, Communications and Electronics Faculty of Technology, University of Plymouth, UK, Published Link
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Engelen K., 2005, Normalizing microarray data: estimating absolute expression levels, PhD Thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Published Link
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C. Lu, 2005, Probabilistic machine learning approaches to medical classification problems, PhD Thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium) , Published Link
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Andy Devos, 2005, Quantification and classification of Magnetic Resonance Spectroscopy data and applications to brain tumour recognition, PhD Thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Published Link
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Lieveke Ameye , 2005, Predictive models for classification in gynecology, PhD Thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Published Link
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Edisson Albon, 2005, Multidimensional Adaptive Edge Detection Methods for Biomedical Applications, PhD Thesis, Tampere University of Technology, Finland, Published Link
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Teresa Laudadio, 2005, Subspace-based quantification of magnetic resonance spectroscopy signals using biochemical prior knowledge, PhD Thesis, Department of Electrical Engineering, Katholieke Universiteit Leuven, Published Link
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Harri Lδhdesmδki, 2005, Computational Methods for Systems Biology: Analysis of High-Throughput Measurements and Modeling of Genetic Regulatory Networks, PhD Thesis, Tampere University of Technology, Published Link
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T. N. Tran, 2005, Including spatial information in clustering of multichannel images, PhD Thesis, Nijmegen, Published Link
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Mathieu Chatelain, 2005, Belief nets for mental health, MSc Thesis, Aston University, Published Link
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Vangelis Sakkalis, Michalis Zervakis, and Sifis Micheloyannis , 2005, Significant EEG Feature Selection for the Evaluation of Cognitive Task Complexity Functions, Brain Topography, Vol 19, No 1,pp 53-60, Published Link
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S. Micheloyannis, E. Pachou, C. Stam, M. Breakspear, P. Bitsios, M. Vourkas, S. Erimaki, M. Zervakis, 2005, Small-world networks and disturbed functional connectivity in schizophrenia, Schizofrenia Research, Vol 87, No 1, Published Link
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G. Varelas, A. Hliaoutakis, E. Voutsakis, P. Raftopoulou, E. Petrakis, E. Milios, 2005, Semantic Similarity Methods for Information Retrieval in Medical Information Systems and the Web, IEEE Transactions on Knowledge and Data Engineering, , Submitted Link
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E. Alban, J. Tohka, U. Ruotsalainen , 2005, Multidimensional adaptive local polynomial approximation edge detection for biomedical images, IEEE Transactions on Information Technology in Biomedicine, , Submitted Link
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G. Henderson, E. Ifeachor, N. Hudson, C. Goh, N. Outram, S. Wilamaratna, C. Del Percio and F. Vecchio, 2005, Development and Assessment of Methods for Detecting Dementia using the Human Electroencephalogram , IEEE Transactions on Biomedical Engineering, , Accepted Link
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A. Devos, Sabine Van Huffel, A. Simonetti, M. van der Graaf, A. Heerschap and L. Buydens, 2005, Classification of brain tumours by pattern recognition of Magnetic Resonance Imaging and Spectroscopic data, A Multi-Perspective View on Outcome Prediction in Cancer, Entry in Chapter 8, Published Link
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M. G. Kounelakis, M. E. Zervakis and X. N. Kotsiakis , 2005, Brain cancer classification using microarray technology, Perspectives in Outcome Prediction in Cancer, , Published Link
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C. Arsene and P. Lisboa, 2005, Artificial neural networks used in the survival analysis of breast cancer patients: a node negative study, Perspectives in Outcome Prediction in Cancer, , Published Link
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AFG TakTak, AC Fisher (editors), 2005, The Web and the new generation of medical information systems, Survival Analysis in Cancer, , Published Link
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Valentin L., Ameye L., Testa F., Lecuru F., Bernard J.P., Paladini D., Van Huffel S., Timmerman D., 2005, Ultrasound characteristics of different types of adnexal malignancies , Gynecologic Oncology, , Accepted Link
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Valentin L., Ameye L., Jurkovic D., Metzger U., L’Ecuru F., Van Huffel S., Timmerman D, 2005, Which extrauterine pelvic masses are difficult to correctly classify as benign or malignant on the basis of ultrasound findings, and is there a way of making a correct diagnosis?, Ultrasound in Obstetrics and Gynaecology, , Accepted Link
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Federico Ambrogi, Elia Biganzoli, Patrizia Querzoli, Stefano Ferretti, Patrizia Boracchi, Saverio Alberti, Ettore Marubini and Italo Nenci, 2005, Molecular Subtyping of Breast Cancer from Traditional Tumor Marker Profiles Using Parallel Clustering Methods , Clinical Cancer Research , Vol. 12, pp 781-790, Published Link
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D. M. Maniyar and I. T. Nabney , 2005, Guiding Local Regression using Visualisation, Probabilistic Modelling in Bioinformatics and Medical Informatics, , Published Link
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Ian Nabney, D. Evans, Y. Brule and C. Gordon , 2005, Assessing the Effectiveness of Bayesian Feature Selection, Probabilistic Modelling in Bioinformatics and Medical Informatics, (Editors: Dirk Husmeier, Richard Dybowski, Stephen Roberts), Springer-Verlag LNCS, p. 371-389, Published Link
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Ian Nabney, Y. Sun, P. Tino, A. Kaban , 2005, Semi-Supervised Learning of Hierarchical Latent Trait Models for Data Visualisation, IEEE Trans. on Knowledge and Data Engineering, No 17, pp 384-400, Published Link
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Davide Di Alimonte, David Lowe, Ian T. Nabney, Vassilis Mersinias and Colin P. Smith , 2005, MILVA: An Interactive Tool for the Exploration of Multidimensional Microarray Data, Bioinformatics , Vol 21 No 22 pp 4192-4193, Published Link
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M. Zervakis, V. Gkoumplias and M. Tzaphlidou , 2005, Analysis of Fibrous Proteins from Electron Microscopy Images, Medical Engineering & Physics, vol. 27, pp. 655-667, Published Link
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Vergult A., De Clercq W., Vanrumste B., Van Huffel S., Van Hees J., Palmini A., Van Paesschen W. , 2005, Automating Muscle Artifact Removal in Ictal EEG, Epilepsia , Vol. 46 (Suppl. 8), Abstracts from the Joint Annual Meeting of the American Epilepsy Society and American Clinical Neurophysiology Society (AES/ACNS), Washington D.C., U.S., Dec. 2005, 322 p, Published Link
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Christian Setzkorn and Ray C. Paton , 2005, On the use of multi-objective evolutionary algorithms for the induction of fuzzy classification rule systems , Biosystems, Volume 81, Issue 2, August 2005, Pages 101-112 , Published Link
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Frank De Smet, Nathalie L.M.M. Pochet, Bart L.R. De Moor, Toon Van Gorp, Dirk Timmerman, Ignace B. Vergote, Lynn C. Hartmann, Andrew I. Damokosh, and Sebastian Hoersch , 2005, Independent test set performance in the prediction of early relapse in ovarian cancer with gene expression profiles , Clinical Cancer Research, vol. 11, no. 21, pp. 7958-7959, Published Link
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V. Gkoumplias, M. Zervakis and M. Tzaphlidou, 2005, An Automated Approach for Analyzing D-Period Structures in Collagen Fibril Images, IEEE Transactions on Biomedical Engineering, Vol. 52, No.7, pp. 1345-1347, Published Link
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De Clercq, W.; Vanrumste, B.; Papy, J.-M.; Van Paesschen, W.; Van Huffel, S., 2005, Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings , IEEE Transactions on Biomedical Engineering, vol. 52, no. 12, pp. 2006-2015, Published Link
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De Clercq W., Srivastava S., Vandermeulen D., Suetens P., Van Huffel S., Van Paesschen W. , 2005, Epilepsie en intensieve samenwerking tussen artsen en ingenieurs , Agenda Psy & Neuro, no. 37, pp. 12-13, Published Link
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S. Y. Belal, A. F.G. Taktak, A. Nevill and A. Spencer , 2005, An intelligent ventilation and oxygenation management system in neonatal intensive care using fuzzy trend template fitting , Physiological Measurement, vol 26, pp 555-570 , Published Link
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T. R. Helliwell, A. S. Jones, A. F.G. Taktak, J. E. Fenton, A. C. Fisher , 2005, Artificial neural networks and survival prediction in laryngeal cancer, Journal of Pathology, No 205 (Supplement), 4A, Published Link
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Wang, X.Y. and Garibaldi, J.M, 2005, Simulated Annealing Fuzzy Clustering in Cancer Diagnosis, Informatica, Vol 29, No. 1, pp 61-70, 2005, Published Link
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M. T. Oakley, J. M. Garibaldi and J. D. Hirst , 2005, Lattice Models of Peptide Aggregation: Evaluation of Conformational Search Algorithms , Journal of Computational Chemistry, Vol. 26, pp. 1638-1646, Published Link
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P. R. Innocent, R. I. John J. and Garibaldi, 2005, Fuzzy Methods for Medical Diagnosis, Applied Artificial Intelligence, Vol 19, No. 1, pp 69-98, Published Link
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T. Laudadio, P. Pels, L. De Lathauwer, P. Van Hecke, S. Van Huffel , 2005, Tissue segmentation and classification of MRSI data using canonical correlation analysis, Magnetic Resonance in Medicine, 54, 1519-1529, 2005.D. [DOI-10.1002/mrm.20710] , Published Link
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Ambrogi F, Biganzoli E, Querzoli P, Ferretti S, Boracchi P, Alberti S, Marubini E, Nenci I., 2005, Molecular subtyping of breast cancer from traditional tumor marker profiles using parallel clustering methods, Clin Cancer Res., Feb 1;12(3 Pt 1):781-90, Published Link
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Federico Ambrogi, Elia Biganzoli and Patrizia Boracchi , 2005, Multiple Correspondence Analysis in S-Plus , Computer Methods and Programs in Biomedicine , Vol 79(2):161-7., Published Link
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Antolini L., Patrizia Boracchi and Elia Biganzoli , 2005, A Time-Dependent Discrimination Index for Survival Data, Statistics in Medicine Volume, Volume 24, Issue 24 , Pages 3927 – 3944, Published Link
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Elia Biganzoli, Nicola Lama, Federico Ambrogi, Laura Antolini and Patrizia Boracchi, 2005, Prediction of cancer outcome with microarrays, The Lancet, Volume 365, Issue 9472, Page 1683 , Published Link
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Martelli G, Patrizia Boracchi, De Palo M, Pilotti S, Oriana S, Zucali R, Daidone MG, De Palo G., 2005, A randomized trial comparing axillary dissection to no axillary dissection in older patients with T1N0 breast cancer: results after 5 years of follow-up, Ann Surg, Vol 242(1):1-6; discussion 7-9, Published Link
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Timmerman D, Testa AC, Bourne T, Ferrazzi E, Ameye L, Konstantinovic ML, Van Calster B, Collins WP, Vergote I, Van Huffel S, Valentin L , 2005, A logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the International Ovarian Tumor Analysis (IOTA) Group, Journal of Clinical Oncology, Vol 23, 8794-8801, Published Link
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T. Tran, R. Wehrens, and L. Buydens , 2005, Clustering multispectral images: a tutorial , Chemometrics and Intelligent Laboratory Systems, Vol 77, 3-17, 2005, Published Link
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B. Ustun, W. Melssen, M. Oudenhuijzen, L. Buydens , 2005, Determination of optimal Support Vector Regression parameters by Genetic Algorithms and Simplex optimization , Analytica Chimica Acta,, Volume 544, Issues 1-2, Pages 292-305 , Published Link
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T. Tran, R. Wehrens, D. Hoekman and L. Buydens , 2005, Initialization of Markov Random Field clustering of large polarimetric SAR images, IEEE Transactions on Geoscience and Remote Sensing, 43, 1912-1919, 2005., Published Link
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K. Rapantzikos, M. Zervakis and K. Ballas , 2005, Detection and Segmentation of Drusen Deposits on Retina Images, Medical Imaging Systems Technology, vol. 3 “Methods in General Anatomy”, C.T. Leondes (ed.), World Scientific Publ., N.J., USA, Published Link
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M. G. Kounelakis, M. E. Zervakis and X. N. Kotsiakis , 2005, Brain cancer classification using microarray technology, Perspectives in Outcome Prediction in Cancerï, (Azzam Taktak, Ed.), Elsevier Publishing Company (Publisher), Published Link
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A. Devos, S. Van Huffel, A.J.W. Simonetti, M. Van Der Graaf, A. Heerschap and L. Buydens (P09+P10) , 2005, Overview: The role of Magnetic Resonance Imaging and Spectroscopy in brain tumour pattern recognition, Multi-Perspective View on Outcome Prediction in Cancer , (Azzam Taktak, Ed.), Elsevier Publishing Company (Publisher), 2005, Published Link
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G. Varelas, E. Voutsakis, P. Raftopoulou, E. Petrakis, E. Milios , 2005, Semantic Similarity Methods in WordNet and their Application to Information Retrieval on the Web , Proceedings of 7th ACM International Workshop on Web Information and Data Management (WIDM 2005), pp. 10-16, Nov. 5, 2005, Bremen, Germany, Published Link
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De Clercq W., Vergult A., Vanrumste B., Van Huffel S., Kokarakis M., Van Hees J., Palmini A., Van Paesschen W, 2005, Improving the interpretation of the ictal scalp electroencephalogram : a new muscle artifact removal technique, Abstracts from the 26th International Epilepsy Congress , Paris, France, pp 378, Published Link
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F. Raimondo, M. A. Gavrielides, G. Karayannopoulou, I. Kostopoulos, K. Lyroudia ,I. Pitas1, 2005, Automated Classification of Fluorescent In Situ Cases Based on Her-2/Neu Status, Proceedings of the 2005 European Signal Processing Conference. EUSIPCO05 , , Published Link
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Alina Bogan-Marta, Marios A. Gavrielides, Ioannis Pitas, Kleoniki Lyroudia, 2005, A New Statistical Measure of Protein Similarity Based On Language Modeling , Proceedings of the 2005 IEEE International Workshop on Genomic Signal Processing and Statistics. GENSIPS2005 , , Published Link
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Marakakis E, Vassilakis K, Kalivianakis E, Micheloyiannis S, 2005, A medical decision support system with uncertainty: a case study for epilepsy classification, IFMBE Proceedings (CD, ISSN: 1727-1983) of the 3rd European Medical and Biological Engineering Conference, EMBEC November 2005, Prague, Czech Republic. , Vol 11, Published Link
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A. Taktak, 2005, The use of artificial intelligence and decision support systems in clinical diagnosis: A systematic review., Assessment of Diagnostic Performance (RCE Edizione, Milan, Eds. E. Biganzoli, P. Boracchi, P. Duca, E. Ifeachor), pp 129-143, Published Link
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Emmanuel C. Ifeachor, Geoff T. Henderson, Cindy Goh, Sunil K. Wimalaratna and Nigel R. Hudson , 2005, Biopattern Analysis and Subject-Specific Diagnosis and Care of Dementia, 27th Annual International Conference of the IEEE EMBS, Shanghai, China, , Published Link
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Zhuoqun Li, Lingfen Sun and Emmanuel C. Ifeachor , 2005, Track-based hybrid service discovery for mobile ad-hoc networks, 16th Annual IEEE International Symposium on Personal Indoor and Mobile Radio Communications, September 11-14, 2005, International Congress Center (ICC), Berlin, Germany, , Published Link
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Wang, X.Y., Garibaldi, J.M., Bird, B. and George, M.W. , 2005, Fuzzy Clustering in Biochemical Analysis of Cancer Cells, Proceedings of Fourth Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2005), Barcelona, Spain, 7-9 September 2005, , Published Link
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Garibaldi, J.M. and Musikasuwan, S. and Ozen, T, 2005, The Association between Non-Stationary and Interval Type-2 Fuzzy Sets: A Case Study, Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2005), Reno, Nevada, USA, pp. 224 – 229, Published Link
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Jose Fonseca, Andre Mora, Ana Celeste Marques , 2005, MAMIS – A Multi-Agent Medical Information System � Um sistema multi-agente de informatica , Proceedings of the Jornadas de Engenharia Electrσnica e Telecomunicaηυes e de Computadores (JETC�05), ISEL, Lisboa, Portugal, November 17-18, 2005, , Published Link
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Jose Fonseca, Andre Mora, Pedro Manuel Vieira, 2005, Detecηγo de Drusas em imagens de retinografia, Proceedings of the Jornadas de Engenharia Electrσnica e Telecomunicaηυes e de Computadores (JETC�05), ISEL, Lisboa, Portugal, November 17-18, 2005, , Published Link
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Andrι Damas Mora, Josι Manuel Fonseca, Pedro Vieira (, 2005, Drusen Deposits Modelling with Illumination Correction, Proceedings of BioMED 2005 – IASTED International Conference on Biomedical Engineering. 16-18 February 2005, Innsbruck, Austria, , Published Link
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Josι Manuel Fonseca, Andrι Damas Mora, Ana Celeste Marques, 2005, MAMIS: A Multi-agent Medical Information System, Proceedings of BioMED 2005 – IASTED International Conference on Biomedical Engineering. 16-18 February 2005, Innsbruck, Austria, , Published Link
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Menchetti, S., Costa, F., and Frasconi, P. , 2005, Weighted Decomposition Kernels, Proceedings of the The 22nd International Conference on Machine Learning (ICML 2005) Bonn, Germany, 7-11 August, 2005, , Published Link
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Frasconi, P., Passerini, A., Muggleton, S., and Lodhi, 2005, Declarative Kernels, Proceedings of the 15th International Conference, ILP 2005, Late-Breaking Papers, , pp 17-19, Published Link
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Pochet NLMM, Janssens FAL, De Smet F, Marchal K, Vergote IB, Suykens JAK, De Moor BLR , 2005, M@CBETH: optimizing clinical microarray classification, Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference (CSB2005), Stanford, California (US), pp 89-90, Published Link
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Timmerman D, Van Calster B, Jurkovic D, Valentin L, Testa AC, Bernard JP, Van Holsbeke C, Van Huffel S, Vergote I, Bourne T, 2005, Is serum CA125 essential to distinguish between malignant and benign adnexal tumours? A multicentre study by the International Ovarian Tumour Analysis (IOTA) Group, Poster presented at the 14th International Meeting of the European Society of Gynaecological Oncology (ESGO), Istanbul, Turkey, Sep. 2005, , Published Link
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Jarman, I.H., Etchells, T.A. and Lisboa, P.J.G. , 2005, Intelligent interface for adjuvant treatment planning in breast cancer, Proc.of Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP 2005), 24th July, Aberdeen, 2005, pp 73-77, Published Link
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M. E. Blazadonakis, M. Zervakis, M.Kounelakis, E.Biganzoli and N.Lamma , 2005, Support Vector Machines and Neural Networks as Marker Selectors for Cancer Gene Analysis , IEEE Intl Conf on Intelligent Systems , , Published Link
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Marakakis E, Vassilakis K, Kalivianakis E, Sifis Micheloyiannis , 2005, An Expert System for Epilepsy with Uncertainty, ICGST International Conference on Artificial Intelligence and Machine Learning (AIML) December 2005, Cairo, Egypt. , , Published Link
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E. Kalivianakis, E. Marakakis, K. Vassilakis , 2005, Medical Decision Making with Uncertainty, Annual Conference on Telecommunications and Multimedia (TEMU’2005), 23-26 June 2005, , Published Link
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M. Vourkas, G. Papadourakis, P. Ktonas, S. Micheloyannis , 2005, Utilization of autoregressive and Hjorth parameters for the discrimination of three mental states using a feedforward ANN, Annual Conference on Telecommunications and Multimedia (TEMU’2005), 23-26 June 2005, , Published Link
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D. Timmerman, C. Van Holsbeke, B. Van Calster, D. Jurkovic, L. Valentin, A.C. Testa, J.P. Bernard, S. Van Huffel, I. Vergote, T. Bourne , 2005, Is Serum CA 125 essential to distinguish between malignant and benign adnexal tumours ? A multicentre study by the international ovarian tumour analysis (IOTA) group., Abstract for the 14th International meeting of the European Society of Gynaecological Oncology (ESGO), Istanbul, 25-29 Sept. 2005 25-29 September 2005, , Published Link
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Federico Ambrogi, Patrizia Boracchi, Elia Biganzoli , 2005, Selection of artificial neural network models for survival data, International Association for Statistical Computing, 3rd World Conference on Computational Statistics & Data Analysis (CSDA2005), October 28-31, 2005. Cyprus., , Published Link
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F. Baronti, F. Colla, V. Maggini, A. Micheli, A. Passaro, A. M. Rossi, A. Starita, 2005, Experimental Comparison Of Machine Learning Approaches To Medical Domains: A Case Study Of Genotype Influence On Oral Cancer Development , Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy, , Published Link
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Elia Biganzoli and P. Boracchi , 2005, The Partial Logistic Artificial Neural Network (PLANN): A Tool For The Flexible Modelling Of Censored Survival Data , Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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F. A. Cardillo, A. Starita, D. Caramella, A. Cilotti, F. Odoguardi , 2005, A Simple Comparison Of Dynamic Criteria For Breast MRI Classification , Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy, , Published Link
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D. D�Alimonte, D. Lowe, I. T. Nabney, M. Sivaraksa , 2005, Visualising Uncertain Data, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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F. Ferreira, P. Malσ, E. Ifeachor, R. Gonηalvez , 2005, Towards Bioprofile: A New Concept Of Electronic Health Record, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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C. Iacconi, A. Cilotti, C. Marini, M. Moretti, D. Mazzotta, F. Odoguardi, F. A. Cardillo, A. Starita , 2005, Maximum Intensity Projection In Contrast-Enhanced Magnetic Resonance Of The Breast: Current Applications And Prospectives, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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M. Kounelakis, M. Blazantonakis, M. Zervakis, X. Kotsiakis , 2005, The Impact Of Bioinformatics In Clinical Practices On Human Cancer, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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N. Lama, P. Boracchi, E. M. Biganzoli , 2005, Benchmarking Information Discovery Methods For Microarray Data In Breast Cancer, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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A. Micheli, A. Starita, C. Duce, R. Solaro, M. R. Tinι , 2005, Approaches To Cheminformatics And Biomaterials Design By Neural Networks For Structures: First Applications To Small Molecules And Polymers, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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F. Odoguardi, A. Cilotti, C. Marini, M. Moretti, D. Mazzotta, A. Vaccaro, C. Iacconi, F. A. Cardillo, A. Starita , 2005, Role Of Diffusion-Weighted Imaging (DWI) In Magnetic Resonance (MR) Of The Breast, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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Z. Theodosiou, F. Raimondo, M. E. Garefalaki, G. Karayannopoulou, K. Lyroudia, I. Pitas, I. Kostopoulos , 2005, FISH Image Analysis System For Breast Cancer Studies, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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Edwin Madu, V. Stalbovskaya, Brahim Hamadicharef, Emmanuel C. Ifeachor, Sabine Van Huffel, Dirk Timmerman , 2005, Preoperative ovarian cancer diagnosis using neuro-fuzzy approach, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA’2005), September 28-30, 2005, Pisa, Italy , , Published Link
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E. Huupponen, G. Herrero, K. Eguiazarian, A. Vδrri, B. Vanrumste, A. Vergult, W. De Clercq, S. Van Huffel, W. Van Paesschen , 2005, Bioprofile Of Sleep , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 30-36, Published Link
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F. Raimondo, M. A. Gavrielides, G. Karayannopoulou, I. Kostopoulos, K. Lyroudia, I. Pitas , 2005, Computer-Aided Evaluation Of Her-2 Status In Fluorescent In Situ Hybridization Images , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 62-68, Published Link
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G. Gσmez Herrero, E. Huupponen, A. Vδrri, K. Egiazarian, W. De Clercq, B. Vanrumste, A. Vergult, S. Van Huffel, W. Van Paesschen , 2005, Independent Component Analysis Of Single Trial Evoked Brain Reponses: Is It Reliable? , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 69-76, Published Link
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T. Laudadio, P. Pels, P. Van Hecke, S. Van Huffel, L. De Lathauwer , 2005, Unsupervised Tissue Segmentation Of Mrsi Data Using Canonical Correlation Analysis , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 77-83, Published Link
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D. Lowe, I. T. Nabney , 2005, Latent Representation Of Gene Expression Dynamics, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 84-89, Published Link
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B. Van Calster, G. Condous, S. Van Huffel, T. Bourne, D. Timmerman , 2005, Prediction Of Pregnancy Of Unknown Location Outcome: The Difficult Yet Important Case Of Ectopic Pregnancy , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 98-105, Published Link
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F. Ambrogi, L. Antolini, E. Biganzoli, N. Lama, P. Boracchi , 2005, Molecular Subtyping Of Breast Carcinoma Profiles From Traditional Tumor Markers , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 106-113, Published Link
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M. S. H. Aung, P. J. G. Lisboa, A. F. G. Taktak, B. E. Damato , 2005, Modelling Survival Of Intraocular Melanoma Using A Partial Logistic Artifical Neural Network With Automatic Relevance Determination And Orthogonal Search Based Rule Extraction , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 114-121, Published Link
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A. Bogan-Marta, M. A. Gavrielides, N. Laskaris, I. Pitas, K. Lyroudia , 2005, A Novel Efficient Protein Similarity Measure Based On N-Gram Modeling , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 122-127, Published Link
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A. F. G. Taktak, C. Setzkorn, B. E. Damato , 2005, Survival Analysis Of Ocular Melanoma Using Partial Logistic Artificial Neural Network Model (PLANN) , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 135-140, Published Link
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Ian Jarman , 2005, The Effect Of Imputing Missing Data For Variables Used In An Accepted Prognostic Model For Breast Cancer, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 155-162, Published Link
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V. Sakkalis, M. Zervakis, S. Erimaki, S. Micheloyannis , 2005, Evaluation Of Electroencephalographic Activity Involved In Mathematical Thinking Using Wavelet Analysis And Significance, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 163-168, Published Link
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B. W. Jervis, S. Y. Belal, L. Jeanpierre , 2005, The Applications Of Independent Components Analysis (Ica) On Contingent Negative Variation (CNV), Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 169 174, Published Link
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K. Cerbioni, E. Palanca, A. Starita, F. Costa, P. Frasconi , 2005, A Grid Focused Community Crawling Architecture For Medical Information Retrieval Services , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 188-193, Published Link
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C. T. C. Arsene, P. J. G. Lisboa , 2005, Node-Negative Breast Cancer Prognosis Based On A Bayesian Neural Network Approach With Censored Data, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 202-210, Published Link
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C. Setzkorn, A. F. G. Taktak, B. Damato , 2005, Survival Analysis Using A Multi-Objective Evolutionary Algorithm , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 224-230, Published Link
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B. Toch, D. Lowe , 2005, Watermarking Of Medical Signals , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 231-236, Published Link
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M. Vourkas, G. Papadourakis, P. Y. Ktonas, S. Micheloyannis , 2005, Discrimination Of Three Mental States Using Ann And Three Different EEG Signal Representations , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 245-249, Published Link
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W. X. Ying and Jon Garibaldi , 2005, A Comparison Of Fuzzy And Non-Fuzzy Clustering Techniques In Cancer Diagnosis , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 250-256, Published Link
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I. Jarman , 2005, The Non-Linear Effect Of A Plann-Ard Prognostic Model When Compared With A Linear Model For Breast Cancer Patients, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 257-262, Published Link
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J. M. Fonseca, A. D. Mora, A. C. Marques , 2005, A Multi-Agent Information System For Bioprofile Collection , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 262-270, Published Link
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A. D. Mora, P. Vieira, J. M. Fonseca , 2005, Modelling Of Drusen Deposits Based On Retina Image Tridimensional Information , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 271-278, Published Link
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L. Sun, E. C. Ifeachor , 2005, The Impact Of Grid On Healthcare, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp. 279-287 , Published Link
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V. Stalbovskaya, E. C. Ifeachor , 2005, Visualisation In The Analysis Of Gene Expression Data: A Survey , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 288-301, Published Link
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P. Zhao, C. Goh, N. Outram, E. C. Ifeachor , 2005, The Potential Role Of Biomedical Informatics In Individualised Care For Dementia , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 302-310, Published Link
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C. Bigan, M. Woolfson , 2005, Independent Component Separation Methods For Specific EEG Source Identification, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 317-322, Published Link
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E. Huupponen, A. Saastamoinen, A. Vδrri, B. Vanrumste, G. Herrero, J. Hasan, K. Eguiazarian, S. L. Himanen , 2005, Dictionaries Of Waveforms For Frequency Analysis Of Simulated Spindles , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 348-254, Published Link
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D. J. Woodcock, I. T. Nabney , 2005, Prediction Of Paroxysmal Atrial Fibrillation, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 348-254, Published Link
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R. T. Rato, M. D. Ortigueira, 2005, A Modified Emd Algorithm For Application In Biomedical Signal Processing , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 383-387, Published Link
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I. V. Pinto, A. G. Batista, L. B. Alves, M. D. Ortigueira , 2005, ECG Wave Detector And Delineation With Wavelets , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 388-394, Published Link
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S. Di Bona, D. Guerri, M. Demi, O. Salvetti, R. Baraglia, R. Fontanelli , 2005, Medical Imaging Demonstrator On A Distributed Virtual Organisation, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 395-401, Published Link
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M. Metz, E. Ifeachor, J. Curnow, P. Kersey, W. D. Groch , 2005, Classifying Pigmented Skin Lesions Utilizing Non-Parametric And Artificial Intelligence Techniques, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 402-409, Published Link
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S. Di Bona, D. Di Napoli, D. Guerri, M. Mugnaini, R. Fontanelli, S. La Manna , 2005, A Document Management Tool Based On The Hl7-Cda Standard For Interoperating Clinical Systems , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 410-417, Published Link
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G. Papadourakis, A. Adamopoulos, A. Ware, F. Moraitis , 2005, Localization Of Epileptic Focal Activity By Analyzing MEG Data, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 431-433, Published Link
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Z. Li, L. F. Sun , E. C. Ifeachor , 2005, Challenges of mobile ad-hoc grids and their applications in eHealthcare, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 454-463, Published Link
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C. Goh, B. Hamadicharef, G. T. Henderson, E. C. Ifeachor , 2005, Comparison of fractal dimension algorithms for the computation of EEG biomarkers for dementia , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 464-471, Published Link
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P. Hu, Z. Qiao , L. F. Sun , E. C. Ifeachor , 2005, Runtime estimation of parallel applications in computational grids, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 472-479, Published Link
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P. A. Hopkins, R. Sneyd, N. J. Outram, K. G. Rosιn, E. C. Ifeachor , 2005, Suitability of fractal dimension analysis of foetal heart rate as an indicator for asphyxia , Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 480-485, Published Link
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S. A. Dodds, G. J. Postma, L. M. C. Buydens, T. Scheenen, T. Roelofs, A. Heerschap , 2005, Unsupervised Pattern Recognition of 1H-MRS Prostate Data: Tumour Prognosis via Improved Data Visualisation, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005) June 29 – July 1, 2005, Lisbon, Portugal, pp 486-491, Published Link
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Cristin Bigan and Mircea Besleaga , 2005, Proposal for Source Derivation Use as a Standard in EEG and EP Data Acquisition, Proceedings of the 2nd European Workshop on Medical Data Acquisition Standards and Protocols (MEDASP2005), Dec 2005, pp. 11-15 , pp 11-15, Published Link
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Alexey Stalbovskiy, Cindy Goh, Nigel Hudson and Emmanuel Ifeachor , 2005, Protocols of data collection to support early diagnosis of Alzheimers disease, Proceedings of the 2nd European Workshop on Medical Data Acquisition Standards and Protocols (MEDASP2005), Dec 2005, pp. 11-15 , pp 16-20, Published Link
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Hara Tsekou, Thomas Paparrigopoulos, Periklis Ktonas, Constantin Soldatos , 2005, Acquisition of Polysomnography Signals: Current standards, difficulties, and challenges , Proceedings of the 2nd European Workshop on Medical Data Acquisition Standards and Protocols (MEDASP2005), Dec 2005, pp 21-23, Published Link
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Sifis Micheloyiannis, John Curnow, Nigel Hudson , 2005, Recommendations Of Patient Specific Clinical Data Required To Support Electro Physiological Data Collection For The Brain Special Interest Group, Proceedings of the 2nd European Workshop on Medical Data Acquisition Standards and Protocols (MEDASP2005), Dec 2005, pp 24-26, Published Link
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Timmerman D, Van Calster B, Jurkovic D, Valentin L, Testa AC, Bernard JP, Van Holsbeke C, Van Huffel S, Vergote I, Bourne T. , 2005, Knowledge of the serum CA 125 level does not enhance the use of ultrasonography to characterize whether an ovarian mass is benign or malignant. ESAT-SISTA, K.U.Leuven(Leuven, Belgium), July 2006 (submitted for publication), , , Submitted Link
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Van Calster B, Timmerman D, Van Huffel S, Nabney IT, 2005, The Bayesian approach: A natural framework for statistical modelling. Opinion paper, Ultrasound in Obstetrics \& Gynecology, 2007, to appear, , Submitted Link
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Dimou I, Manikis G, Van Calster B, Van Huffel S, Timmerman D, Zervakis M., 2005, Applying Classifier Fusion schemes to a Prognostic Cancer Model., , , Submitted Link
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Bart Vanrumste, Hans Hallez, Roberta Grech, Wim De Clercq, Anneleen Vergult, Joseph Muscat, Sabine Van Huffel , 2005, Electroencephalogram Source Localization : review on solving the forward problem , Technical report, Katholieke Universiteit Leuven Research & Development, December 2005, , Accepted Link
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Roberta Grech, Joseph Muscat, Bart Vanrumste , 2005, Review on EEG Source Localization Methods, Technical report, Katholieke Universiteit Leuven Research & Development, December 2005, , Accepted Link
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M. Kokarakis , 2005, Mimetic method validated by ROC-curves and classification it�s false positives , Technical report, Katholieke Universiteit Leuven Research & Development & TEI of Crete., , Accepted Link
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Ustun B, Postma GJ, Melssen WJ, Buydens LMC, 2005, Ovarian cancer data classification by using support vector classification, KUN Report, November 2005, , Accepted Link
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T. Laudadio, M.C. Martinez-Bisbal, B. Celda, S. Van Huffel, 2005, Fast nosological imaging of 2DTSI brain data using Canonical Correlation Analysis, Internal Report 05-250, ESAT-SISTA, K.U. Leuven (Leuven, Belgium), 2005, , Accepted Link
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J.B. Poullet, D. Sima, B. De Neuter, L. Vanhamme, P. Lemmerling, A. Simonetti, P. Van Hecke, S. Van Huffel, 2005, Accurate and automated time-domain quantitation of shortecho-time MR spectra , Abstract 22nd Annual Meeting European Society for Magnetic Resonance in Medicine and Biology, (ESMRMB �05), Basel, Switzerland, 15-18 September, 2005, , Accepted Link
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T. Laudadio, P. Pels, L. De Lathauwer, P. Van Hecke, S. Van Huffel, 2005, Tissue segmentation of MRSI data using Canonical Correlation Analysis, Fifth Belgian Day on Biomedical Engineering, 28 October, 2005, Brussels, Belgium, , Accepted Link
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Marakakis E, Vassilakis K, Kalivianakis E, Micheloyiannis S, 2005, A medical decision support system with uncertainty: a case study for epilepsy classification, IFMBE Proceedings (CD, ISSN: 1727-1983, Vol. 11) of the 3rd European Medical and Biological Engineering Conference, EMBEC November 2005, Prague, Czech , , Published Link
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Marakakis E, Vassilakis K, Kalivianakis E, Micheloyiannis S,, 2005, An Expert System for Epilepsy with Uncertainty, ICGST International Conference on Artificial Intelligence and Machine Learning (AIML) December 2005, Cairo, Egypt, , Published Link
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De Clercq W., Vergult A., Vanrumste B., Van Huffel S., Kokarakis M., Van Hees J., Palmini A. & Van Paesschen W., 2005, Improving the interpretation of the ictal scalp electroencephalogram: a new muscle artifact removal technique, Internal Report 05-109, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2005, , Accepted Link
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Van Huffel S., 2005, The Classification of pregnancies of unknown location : recent results and future directions, Study Day of the IAP network phase V-22, Chβteau de Colonster, Liθge, Belgium. 19 May 2005 , , Published Link
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Van Huffel S, 2005, Improving the presurgical evaluation of epilepsy, Study Day of the IAP network phase V-22, Chateau de Colonster, Liege, Belgium. 19 May 2005 , , Published Link
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Emmanuel Ifeachor, Jo Thompson-Byrne and Michalis Zervakis , 2005, The BIOPATTERN Network of Excellence, ERCIM News No. 60, January 2005 SPECIAL THEME: Biomedical Informatics, , Published Link
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Duce C., Solaro R., Tine m.R., Micheli A., Starita A., 2005, A QSAR – neural networks approach to the prediction of polymer properties, MEDICTA 2005, 7th Mediterranean Conference on Calorimetry and Thermal Analysis, 2-6 june 2005 , Thessaloniki, Greece, Publishing ZITI (Greece) Pera-Thessaloniki June 2005 ISBN 960-88724-1-3, Accepted Link
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Michalis Zervakis , 2005, Bioinformatics for Cancer Diagnosis, Lecture on April 18 2005 to the General Assembly meeting of BEST Board of European Students of Technology, , Published Link
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S. Van Huffel , 2005, The role of computer-based biosignal processing and biopattern classification in medical diagnostics, Invited talk. Abstracts IEEE EMBS Benelux chapter symposium, Eindhoven, Univ. of Technology, November 14, 2005, , Published Link
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Sabine Van Huffel , 2005, Sensitivity of detrended fluctuation analysis applied to heart rate variability of neonates, Abstract 3rd meeting of the European Study Group of Cardiovascular Oscillations. Leuven, Belgium. Invited Presentations 10-12 May 2004, , Published Link
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Sabine Van Huffel , 2005, Software Environments for Numerical Problems, High-performance numerical software for control. Abstracts WOG/SRN symposium, November 17-18, 2004, , Published Link
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Biganzoli E., Boracchi P, 2005, The development and evaluation of prognostic criteria based on traditional and genomic tumour markers, Invited lecture at the International Conference on Building Information Society In Healthcare In The Euroregion Niemen, February 17-19, 2005. Bialystok, Poland , , Published Link
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Geert Postma, 2005, Functional MR Imaging and spectroscopy to assist RT of prostate and brain tumors, Siemens users meeting Amsterdam 24 octrober 2005, , Published Link
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Duce C., Micheli A., Solaro R., Starita A., Tine M.R., 2005, Recursive neural networks for quantitative structures-property relationship analysis of polymers, International Conference of Computational methods in Sciences and Engineering, ICCMSE 2005 Loutraki, Korinthos, Greece 21-26 October 2005, Accepted Link
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Duce C., Micheli A., Solaro R., Starita A., Tine M.R., 2005, Prediction of chemical-physical properties by nerual networks for structures, Accepted at XVII Convegno Italiano di Scienze e Tecnologia delle Macromolecole, AIM September 2005, Napoli, Italy, Accepted Link
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Passaro A., Baronti F., Maggini V., Micheli A., Rossi A.M., Starita A., 2005, Exploring relationships between genotype and oral cancer development through XCS, Proceedings of the 2005 Workshops on Genetic and Evolutionary Computation , Washington, D.C., June 25-26, 2005) GECCO 05 ACm Press, New York, NY, pp147-151, Accepted Link
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Baronti F., passaro A., Starita A.,, 2005, Postprocessing clustering to reduce XCS variability, Proceedings of the 2005 Workshops on Genetic and Evolutionary Computation , Washington, D.C., June 25-26, 2005) GECCO 05 ACm Press, New York, NY, pp 79-81, Accepted Link
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Rossi A.M., Maggini V., Bagnardi V., Barale R., Baronti F., Canzian F., Passaro A., 2005, Interaction of low-activity EPHX1 and GSTP1 genotypes with smoking in the etiology of HNSSC, 35 th Annual Meeting of the European Environmental Mutagen Society, Abstract P135, p. 129,, Accepted Link
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Micheli A., Starita A., Duce C., Solaro R., Tine M.R., 2005, Approaches to Cheminformatics and biomaterial design by neural networks for structures: first applications to small molecules and polymers, pp.13-20 European Conference on Emergent Aspects in Clinical Data Analysis, September 28-30, 2005 Pisa, Italy, Accepted Link
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baronti F. Colla F., maggini V., Micheli A., passaro A., Rossi A.M., Starita A., 2005, Experimental comparison of machine learning approaches to medical domains: a case study of genotype influence on oral cancer development, European Conference on Emergent Aspects in Clinical Data Analysis, September 28-30, 2005, Pisa, Italy, Accepted Link
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Cardillo F.A., Starita A., Caramella D., Cilotti A., Odoguardi F., 2005, A simple comparison of dynamic criteria for breast MRI classification, pp.103-110, European Conference on Emergent Aspects in Clinical Data Analysis, September 28_30, 2005, Pisa, Italy, Accepted Link
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Odoguardi F., Cilotti A., Marini C., Moretti M., Mazzotta D., Vaccaro A., Iacconi C., Cardillo F.A., Starita A., 2005, Role of diffusion-weighted imaging (DWI) in Magnatic Resonance (MRI) of the breast, pp.60-66, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA 05), September 28-30, 2005 Pisa, Italy, Accepted Link
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Iacconi C., Cilotti A., Marini C., Moretti M., Mazzotta D., Odoguardi F., Cardillo F.A., Starita A., 2005, Maximum Intensity Projection in contrast-enhanced magnetic resonance of the breast: Current applications and prospectives, pp. 46-52, Proceedings of the European Conference on Emergent Aspects in Clinical Data Analysis (EACDA 05), September 28-30, Pisa, Italy, Accepted Link
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| 2004 |
Emmanuel C. Ifeachor and Brahim Hamadicharef, 2004, ROC Analysis in the Evaluation of Intelligent Medical Systems, Proceedings of the 1st European Workshop on the Assessment of Diagnostic Performance (EWADP 2004), Milan, Italy, pp. 23-32, Published Link
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Lukas L, Devos A, Suykens JA, Vanhamme L, Howe FA, Majos C, Moreno-Torres A, Van Der Graaf M, Tate AR, Arus C, Van Huffel S., 2004, Classification of brain tumours using short echo time 1H MR spectra, Journal of Magnetic Resonance, 170(1): p 164-175, Published Link
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Lukas L, Devos A, Suykens JA, Vanhamme L, Howe FA, Majos C, Moreno-Torres A, Van Der Graaf M, Tate AR, Arus C, Van Huffel S., 2004, Brain tumor classification based on long echo proton MRS signals., Artif Intell Med, 31(1): p 73-89, Published Link
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Rosen KG, Amer-Wahlin I, Luzietti R, Noren H, 2004, Fetal ECG waveform analysis, Best Pract Res Clin Obstet Gynaecol, 18:485-514, Published Link
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Ross MG, Devoe LD, Rosen KG, 2004, ST-segment analysis of the fetal electrocardiogram improves fetal heart rate tracing interpretation and clinical decision making, J Matern Fetal Neonatal Med, 2004 Mar;15(3):181-5, Published Link
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W. L. Woon, David Lowe, 2004, Can we learn anything from single channel unaveraged MEG data?, Neural Computing and Applications, Col 13, (4), pp. 360-368, Published Link
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Ian Nabney, 2004, Efficient Training of RBF Networks for Classification , International Journal of Neural Systems, Vol 14, No 3, pp 201 – 208, Published Link
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Pochet N., De Smet F., Suykens J., De Moor B. , 2004, Systematic benchmarking of microrarray data classification : assessing the role of nonlinearity and dimensionality reduction, Bioinformatics, Vol. 20, No. 17, pp. 3185-3195, Published Link
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Azzam Taktak, A. Fisher and B. Damato, 2004, Modelling survival after treatment of intraocular melanoma using artificial neural networks and Bayes theorem, Physics in Medicine and Biology, Vol 49, Issue 1, pp 87 – 98, Published Link
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A. Fisher, A. Taktak, D. Iskander, S. Naroo, S. Shah, S. Kaye, M. Batterbury, 2004, Optimisation by an Artificial Neural Network of general ellipsotoric, Fourier Series and Zernike polynomial decompositions of anterior and posterior Orbscan topography data in keratoconus, Investigative Ophthalmology & Visual Science, Vol 45: supp 2, p 2875, Published Link
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B. Damato, A. Taktak, 2004, How should ciliary body extension be classified, Ophthalmic Research, Vol 36, supp 1, p 101, Published Link
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A. Passerini and P. Frasconi, 2004, Learning to discriminate between ligand bound and disulfide bound cysteines, Protein Engineering Design and Selection, Vol 7(4):367-73, Published Link
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Vullo, A. and P. Frasconi, 2004, Disulfide Connectivity Prediction Using Recursive Neural Networks and Multiple Alignments , Bioinformatics, Vol 20 No 5: pp653-9, Published Link
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Antolini L., Boracchi P., Biganzoli E., 2004, Old and new markers for breast cancer prognosis. The need for an for integrated research on quantitative issues, Editorial Comment, European Journal of Cancer, Vol 40 No 12: pp1803-1806, Published Link
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C. Buckingham, G. Kearns, S. Brockie, A. Adams and I. Nabney, 2004, Developing a Computer Decision Support System for Mental Health Risk Screening and Assessment, J. Bryant (Ed.), Current perspectives in healthcare computing 2004, (p. 189-194). BCS HIC: Swindon, Published Link
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V. Sakalis, M. Zervakis and S. Micheloyiannis , 2004, Biopattern Initiative: towards the Development and Integration of Next-Generation Information Fusion Approaches , Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA, USA,, pp 1117, Published Link
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S. A. Dodds, G. J. Postma, L. M. C. Buydens, T. Scheenen, J. Barentsz T. Roelofs, A. Heerschap, 2004, Unsupervised Pattern Recognition of 3D 1H-MRS Prostate Data: A Visual Aid in Tumour Localisation, Proceedings of the 13th Scientific meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2005), , PP 2114, Published Link
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S.A. Dodds, G.J. Postma, L.M.C. Buydens, T. Scheenen and A. Heerschap, 2004, Prostate cancer diagnosis from unsupervised pattern recognition of magnetic resonance spectroscopy data, Symposium Analytical Chemistry, NWO. Lunteren, the Netherlands, pp 862, Published Link
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A.F.G. Taktak, A.C. Fisher, A.S. Jones, B.E. Damato, 2004, The role and efficacy of non-linear models in decision making and prognostication , Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA, USA, pp 411-414, Published Link
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Wang, X.Y., Whitwell, G. and Garibaldi, J.M, 2004, The Application of a Simulated Annealing Fuzzy Clustering Algorithm for Cancer Diagnosis , Proceedings of the IEEE 4th International Conference on Intelligent System Design and Application, Budapest, Hungary, pp 154, Published Link
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Ozen, T. and Garibaldi, J.M. and Musikasuwan, S., 2004, Effect of Type-2 Fuzzy Membership Function Shape on Modelling Variation in Human Decision Making , Proceedings of IEEE International Conference on Fuzzy Systems (FUZZIEEE 2004), Budapest, Hungary,, pp 151, Published Link
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Andre Damas Mora, Pedro Vieira, Jose Manuel Fonseca , 2004, DRUSEN DEPOSITS ON RETINA IMAGES: DETECTION AND MODELING, Proceedings of MEDSIP2004, 3rd International Conference on Advances in Medical Signal and Information Processing, Malta, pp 120, Published Link
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Andre Damas Mora, Pedro Vieira, Jose Manuel Fonseca, 2004, A Modeling Approach for Automatic Detection of Drusen Deposits on Retina Images, Proceedings of 4th European Symposium on Biomedical Engineering, Patras, Greece, pp 55, Published Link
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E. C. Ifeachor, N. J. Outram, G. T. Henderson, H. S. K. Wimalaratna, N. Hudson, R. Sneyd, C. Dong and C. Bigan , 2004, Nonlinear methods for biopattern analysis: role and challenges, Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA, USA, pp 32, Published Link
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C. Bigan C. and M. Woolfson M., 2004, Independent Component Extraction Methods in Biosignal Processing , Proceedings of the 26th Annual International Conference of the IEEE EMBS, San Francisco, CA, USA , pp 511-513, Published Link
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Biganzoli E., Boracchi P., Ambrogi F., Marubini E., 2004, A time-dependent discrimination index for survival data., Proceedings of the 25th Annual Conference of the International Society for Clinical Biostatistics. September 15-19 2004, Leiden, the Netherlands, pp 65, Published Link
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N. Lama, P. Boracchi and E. Biganzoli, 2004, Artificial neural network models for discrete cause specific hazards, (Biopattern Technical Report, Annex of deliverable D11: State-of-the-art report of artificial neural networks used in survival analysis of patients suffering from breast cancer.), pp 1, Published Link
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Ceroni, A. and Frasconi, P., 2004, On the Role of Long-Range Dependencies in Learning Protein Secondary Structure, Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’04), , Vol. 3, pp. 1899-1904, Published Link
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Alessio Ceroni and Paolo Frasconi , 2004, On the Role of Long-Range Dependencies in Learning Protein Secondary Structure, Abstract in Bioinformatics Italian Society Meeting (BITS2004), March 26-27, 02004, Padova, Italy, pp 54, Published Link
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Alessio Ceroni, Paolo Frasconi and Alessandro Vullo, 2004, Protein Structure Assembly from Knowledge of beta-sheet Motifs and Secondary Structure, Proceedings of WIRN04, Perugia, 2004., pp 22, Published Link
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E. M. Mylonas, Costas I. Vouros, 2004, Extranet Repository Systems (BERS), Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), pp. 6-15 , Published Link
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Christian Setzkorn, Azzam F. Taktak, Bertil Damato, 2004, Geocondoa: An Internet Environment for the Standardisation of Data and Terminologies, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), pp 16-20, Published Link
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Evangelos M. Mylonas, Costas I. Vouros, 2004, BIMED-BIOPATERN Integral Medical Electronic Document, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), pp. 21-37, Published Link
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Cristin Bigan and Mircea Besleaga, 2004, Practical Experience Issues on EEG Data Acquisition Standards Adapt and Implement in a not fully Developed Romanian National Healthcare System, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004 , pp. 38-40, Published Link
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Nicola Lama, Patrizia Boracchi and Elia Biganzoli , 2004, A Benchmarking Data-warehouse in MicroArray Breast Cancer Research , Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004, pp. 41-46, Published Link
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Karl G Rosen, 2004, Database Requirements – A Clinical Perspective, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004, pp. 47-49 , Published Link
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John Curnow, 2004, A Standard Data Aqcuisition Method – The Data Acquisition Task Force initial discussion document, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004 , pp. 50-56, Published Link
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John Curnow, 2004, Data Acquisition, BIOPATTERN : The Pan-European Problem, Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004, pp. 57-58 , Published Link
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Sifis Micheloyannis, 2004, Some Problems Related to the Distribution of Medical Data , Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004, pp. 59-60 , Published Link
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Costas D. Tsirikolias and Evangelos M. Mylonas, 2004, A Preliminary Assessment on a Unified Methodology for Feature Extraction from Biosignals, Optimized for Implementation as a computorized Process-Adaptive Method (A short letter for discussion), Proceedings of the European Online Workshop on Medical Data Acquisition Standards and Protocols (MEDASP), December 12-28, 2004 , pp. 61-70 , Published Link
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Bacciu D., Zollo L., Guglielmelli E., Leoni F., Starita A., 2004, An RLWPR neural network for learning the internal model of an anthropomorphic robot arm, Proceedings of the IEEE/RSJ Internationl Conference on Intelligent Robots and Ststems, October 27-30, 2004 , Sendai (Japan), Accepted Link
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bernazzani L., Duce C., Mollica V., Tine m.R., Micheli A., Sperduti A., Starita A., 2004, Recursive neural networks prediction of thermodynamic properties from molecular structures. Application to Mono-and Poly-functional linear molecules, 13th International Congress on Thermal Analysis and calorimetry ICTAC 2004, Chia Laguna, Italia, September 12-19, 2004 p. 96 Grafiche Sainas, Accepted Link
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Cardillo F.A., Starita A., Caramella D., Cilotti A., 2004, An experimentation of neural architectures for contrast-enhanced breast MRI analysis, SIP 9 (Signal and Image Processing) 2004 Conference , August 23-25, Honolulu, Accepted Link
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Duce C., Solaro R., Tine M.R., Micheli A., Starita A., 2004, Predicting glass transition temperature of acrylic an methacrylic polymers from monomeric structure by recursive neural networks, Congresso SCi 2004 (Società Chimica Italiana) – Sezione Toscana, , vol 1, pp. 69 , Pisa 2004, Accepted Link
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Asuni G., Leoni F., Guglielmelli E., Starita A., Dario P., 2004, A neuro-controller for robots arms based on biologically-inspired visuo-motor co-ordination neural model, Brain and Neurons, Volume IV – Wiley&sons;, Submitted Link
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Duce C., Solaro R., Tine M.R., Micheli A., Sperduti A., Starita A., 2004, Recursive neural networks prediction of polymer glass transition temperature from monomer structure. An Application to acrylic and methacrylic polymers, 13th International Congress of Thermal Analysis and Calorimetry ICTCAC 2004, Chia Laguna, Italia, September 12-19, 2004 p. 52 Grafiche Sainas, Accepted Link
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Vannozzi G., Della Croce U., Starita A., Benvenuti F., Cappozzo A., 2004, Knowledge Discovery in Databases of Biochemical Variables: Application to the Sit To Stand Motor Task, Journal of NeuroEngineering and Rehabilitation, MS ID: 1660796429455777, Published Link
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Starita A., Rossi P. Caracciolo F., Petrini M., 2004, Emosys: a system to study hematological diseases, Proceedings of BioMED 2004 February 16-18, 2004, Innsbruck, Austria , , Published Link
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L. Ascari, U. Bertocchi, C. Laschi, C. Stefanini, A. Starita, P. Dario, 2004, A segmentation algorithm for a robotic micro-endoscope for exploration of the spinal cord, Proceedings of the 2004 IEEE International Conference on Robotics and Automation (ICRA),. New Orleans, LA, April 2004., pp. 491-496 , Published Link
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L. Nicotra, A. Micheli, A. Starita. , 2004, Fisher Kernel for Tree Structured Data, Proceedings of IJCNN 2004-International Joint Conference on Neural Networks Budapest, July 2004, Vol.3, pp. 1917-1922. 2004 IEEE, ISBN: 0-7803-8359-1, Published Link
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Vannozzi G., Cappozzo A., Della Croce U., Starita A., Benvenuti F., 2004, Clinical Data Mining: Asociation Rules for Parameters Pruning and Knowledge Discovery, MEDICON and HEALTH TELEMATICS 2004, X Medit. Conf. on Med. and Biol. Engineering, July 31-August 5, 2004, Ischia, Italy, pp.543-546, Published Link
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F.A. Cardillo, A. Starita, D. Caramella and A. Cilotti, 2004, Principal Component Analysis for the evaluation of Contrast Enhancement in Breast MRI, MEDSIP 2004, Malta, September 5-8, 2004, , Published Link
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F. Baronti, V.Maggini, A. Micheli, A. Passaro, A.M. Rossi, A. Starita, 2004, A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS, Abstract published in: Atti della Conferenza Italiana sui Sistemi Intelligenti 2004, Perugia 14-17 September 2004, p. 102 A. Milani,ed., © 2004 Morlacchi Editore, Perugia. ISBN 88-89422-09-2. , , Published Link
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Micheli A., Starita. A, 2004, The Recursive Neural Networks Approach to QSPR/QSAR: A Methodology Proposal, Euro-QSAR 2004 – The 15-th European Symposium on Quantitative Structure-Activity Relationships and Molecular Modeling, September 2004, Istanbul, Turkey, pp 283, Published Link
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A. Micheli, A. Starita., 2004, Adaptive Processing of Complex Data Structures in QSPR/QSAR Analysis, Proceedings of the Complexity in the Living: a problem-oriented approach, International Meeting II Edition, Rome Italy, September, 28-30, 2004, CISB – University of Rome “La Sapienza”, Istituto Superiore di Sanità., pp. 214-216, Published Link
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V. Maggini, A. Abbondandolo, R. Barale, F. Baronti, S. Bonatti, F. Canzian, G. Casartelli, L. Guidi, G. Margarino, P. Mereu, A. Micheli, A. Passaro, A.M. Rossi, A. Starita, 2004, Computational Intelligence Methods for Data Anlysis: A Case-control Study on Genetic Susceptibility in Squamous Cell Carcinoma of the Head and Neck (HNSCC), 46th Annual Meeting of the Italian Cancer Society, Pisa, 24-27 October 2004, p 72, Published Link
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Micheli A., Starita A., 2004, The recursive neural networks approach to QSPR/QSAR: a methodology proposal. , Euro-QSAR 2004 – The 15th European Symposium on Quantitative Structure-Activity Relationships and Molecular Modeling, p.283 – Septmebr 2004, Instambul, Turkey, Accepted Link
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Maggini V., Barale R., Canzian F., Micheli A., Rossi A. M., Starita A., et al., 2004, Approcci di intelligenza computazionale per l analisi dei dati di uno studio caso-controllo per la suscettibilità genetica al cancro orofaringeo (HNSCC), Atti del Vi Convegno FISV /Federazione Italiana Scienze della Vita), Riva del Garda. 30 Settembre-3 Ottobre 2004, pp. 441, 2004, Accepted Link
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