Δημοσιεύσεις της Q base R&D

Δημοσιεύσεις σε Επιστημονικά Περιοδικά

N. Giannakeas, P. S. Karvelis, T. P. Exarchos, F. G. Kalatzis and D. I. Fotiadis, "Segmentation of Microarray Images Using Pixel Classification - Comparison with Clustering based Methods," Artificial Intelligent in Medicine, 2010. Submitted
N. Giannakeas, T. Kalatzis, D.I. Fotiadis, "Spot Addressing for Microarray Images Structured in Hexagonal Grids", Journal of Biomedical Informatics, 2010. Submitted.
M.G. Tsipouras, A.T. Tzallas, G. Rigas, D.I. Fotiadis and S. Konitsiotis, “An Automated Methodology for Levodopa-Induced Dyskinesia Assessment based on Gyroscope and Accelerometer Signals”, submitted for publication in Movement Disorders (April 2010)
E.E. Tripoliti, A.T. Tzallas, M.G. Tsipouras, G. Rigas, P. Bougia, M. Leontiou, S. Konitsiotis, S. Tsouli and D.I. Fotiadis, “Automatic Detection of Freezing of Gait events in Patients with Parkinson’s Disease”, submitted for publication in Transactions on Information Technology in BioMedicine (April 2010).
N. Giannakeas, and D. I. Fotiadis, "An Automated Method for Gridding and Segmentation Of cDNA Microarray Images," Computerized Medical Imaging and Graphics, Vol. 33 (1), pp. 40-49, 2009.
E.C. Karvounis, M.G. Tsipouras and D.I. Fotiadis, “Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings”, IEEE Transactions on Biomedical Engineering, vol. 56(5), pp. 1394-1406, May 2009.
A.T. Tzallas, M.G. Tsipouras and D.I. Fotiadis, “Epileptic Seizure Detection in Electroencephalograms using Time-Frequency Analysis”, IEEE Transactions on Information Technology in Biomedicine, vol. 13(5), pp. 703-710, September 2009.
E.C. Karvounis, M.G. Tsipouras, C. Papaloukas, D.G. Tsalikakis, K.K. Naka and D.I. Fotiadis, “A non-Invasive Methodology for Fetus Health Monitoring During Pregnancy”, Methods of Information in Medicine, Prepublished online November 20, 2009; doi:10.3414/ME09-01-0041.
M.G. Tsipouras, T.P. Exarchos, D.I. Fotiadis, A. Kotsia, K. Vakalis, K.K. Naka and L.K. Michalis, “Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling”, IEEE Transactions on Information Technology in Biomedicine, vol. 12(4), pp. 447-458, July 2008.
T.P. Exarchos, M.G. Tsipouras, C. Papaloukas and D.I. Fotiadis, “An Optimized Sequential Pattern Matching Methodology for Sequence Classification”, Knowledge and Information Systems, DOI 10.1007/s10115-008-0146-2, pp. 16, May 2008.
M.G. Tsipouras, T.P. Exarchos and D.I. Fotiadis, “A Methodology for Automated Fuzzy Model Generation”, Fuzzy Sets and Systems, vol. 159(23), pp. 3201-3220, December 2008.
T.P. Exarchos, M.G. Tsipouras, C. Papaloukas and D.I. Fotiadis, “A two-stage Methodology for Sequence Classification based on Sequential Pattern Mining and Optimization”, Data and Knowledge Engineering, vol. 66(3), pp. 467-487, September 2008.
T.P. Exarchos, M.G. Tsipouras, C.P. Exarchos, C. Papaloukas, D.I. Fotiadis and L.K. Michalis, “A Methodology for the Automated Creation of Fuzzy Expert Systems for Ischaemic and Arrhythmic Beat Classification Based on a Set of Rules Obtained by a Decision Tree”, Artificial Intelligence in Medicine, vol. 40(3), pp. 187-200, July 2007.
M.G. Tsipouras, C. Voglis and D.I. Fotiadis, “A Framework for Fuzzy Expert System Creation – Application to Cardiovascular Diseases”, IEEE Transactions on Biomedical Engineering, vol. 54(11), pp. 2089-2105, November 2007.
E.C. Karvounis, M.G. Tsipouras, D.I. Fotiadis and K.K. Naka, “An Automated Methodology for Fetal Heart Rate Extraction from the Abdominal Electrocardiogram”, IEEE Transactions on Information Technology in Biomedicine, vol. 11(6), pp. 628-638, November 2007.
A.T. Tzallas, M.G. Tsipouras and D.I. Fotiadis, “Automatic Seizure Detection based on Time-Frequency Analysis and Artificial Neural Networks”, Computational Intelligence and Neuroscience, DOI 10.1155/2007/80510, pp. 13, 2007.
M. Tsipouras, T. Exarchos, C. Papaloukas, A. Bechlioulis, A. Kotsia, T. Nanou, C. Bazios, Y. Antoniou, D. Fotiadis, A. Naka and L. Michalis, “Automatic creation of Decision Support Systems: Application and results in the cardiovascular diseases domain”, The Journal on Information Technology in Healthcare, vol. 4(4), pp. 222-230, 2006.
M.G. Tsipouras, D.I. Fotiadis and D. Sideris, “An Arrhythmia Classification System based on the RR-Interval Signal”, Artificial Intelligence in Medicine, vol. 33(3), pp. 237-250, March 2005.
M.G. Tsipouras and D.I. Fotiadis, “Automatic Arrhythmia Detection based on Time and Time-Frequency Analysis of Heart Rate Variability”, Computer Methods and Programs in Biomedicine, vol. 74(2), pp. 95- 108, May 2004.

Δημοσιεύσεις σε Πρακτικά Συνεδρίων

Δημοσιεύσεις σε Βιβλία

N. Giannakeas and D. I. Fotiadis, "Image Processing and Machine Learning Techniques for the Segmentation of cDNA Microarray Images," In T. Exarchos, A. Papadopoulos, D. I. Fotiadis (Eds.), Handbook of research on advanced techniques in diagnostic images and biomedical application, pp. 294-306, New York:IGI 2009.
M.G. Tsipouras, D.I. Fotiadis and L.K. Michalis, "Computer Aided Diagnosis of Cardiac Arrhythmia", in Encyclopedia of Information, Science and Technology 2nd edition, Mehdi Khosrow-Pour (ed.), Idea Group Inc (IGI), USA, pp. 661-666, 2009.
A. Koutlas and D.I. Fotiadis, "Image processing and machine learning techniques for facial expression recognition," In T. Exarchos, A. Papadopoulos, D.I. Fotiadis (Eds.), Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications, pp. 247-262, New York: IGI Global, 2008.
Y. Goletsis, T.P. Exarchos, N. Giannakeas, M.G. Tsipouras and D.I. Fotiadis, "Integration of clinical and genomic data for decision support in cancer," Encyclopedia of Healthcare Information Systems, by N. Wickramasinghe, 2008, Chicago, USA.
M.G. Tsipouras, T.P. Exarchos, D.I. Fotiadis, A. Bechlioulis and K.K. Naka, "Decision Support Systems for Cardiovascular Diseases based on Data Mining and Fuzzy Modelling", in Encyclopedia of Healthcare information systems, N. Wickramasinghe and E. Geisler (eds.), Idea Group Inc (IGI), USA, pp. 391-399, 2008.
T.P. Exarchos, C. Papaloukas, M.G. Tsipouras, Y. Goletsis, D.I. Fotiadis and L.K. Michalis, "ECG Diagnosis using Decision Support Systems", in Intelligent Information Technologies: Concepts, Methodologies, Tools, and Applications, V. Sugumaran (ed.), Idea Group Inc (IGI), USA, 2007.
T.P. Exarchos, C. Papaloukas, M.G. Tsipouras, Y. Goletsis, D.I. Fotiadis and L.K. Michalis, "ECG Diagnosis using Decision Support Systems", in Handbook of research on informatics in Healthcare and Biomedicine, A. Lazakidou (ed.), Idea Group Inc (IGI), USA, pp. 135-146, 2006.
T.P. Exarchos, M.G. Tsipouras, C. Papaloukas, A. Bechlioulis, A. Kotsia, T. Nanou, C. Bazios, Y. Antoniou, D.I. Fotiadis, A. Naka and L.K. Michalis, "A Framework for Decision Support Systems Creation: Application to the Cardiovascular Diseases Domain", in Exploiting the Knowledge Economy: Issues, Applications, Case Studies, P. Cunningham and M. Cunningham (eds), IOS Press, Amsterdam, The Netherlands, 2006.