MEDICAL DECISION SUPPORT SYSTEM FOR CANCER DIAGNOSIS
USING CLINICAL AND GENOMIC DATA

 

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Journals

J1.     D.E. Maroulis, I.N. Flaounas, D.K. Iakovidis, and S.A. Karkanis, Microarray-MD: A System for Exploratory Analysis of Microarray Gene Expression Data, Computer Methods and Programs in Biomedicine, vol. 83, pp. 157-167, 2006.

J2.     D.K. Iakovidis, D.E. Maroulis, and S.A. Karkanis, An Intelligent System for Automatic Detection of Gastrointestinal Adenomas in Video Endoscopy, Computers in Biology and Medicine, Article in Press, Elsevier Science, 2006.

J3.     D.K. Iakovidis, D.E. Maroulis, and D.G. Bariamis, FPGA Architecture for Fast Parallel Computation of Co-occurrence Matrices, Microprocessors and Microsystems, Article in Press, Elsevier Science, 2006.

J4.     I.N. Flaounas, D.K. Iakovidis, and D.E. Maroulis, Cascading SVMs as Tool for Medical Diagnosis using Multi-class Gene Expression Data, International Journal of Artificial Intelligence Tools, vol. 15, no. 3, pp. 335-352, World Scientific, 2006.

J5.     D.E. Maroulis, D.K. Iakovidis, and D.G. Bariamis, FPGA-based System for Real-Time Video Texture Analysis, submitted to IEEE Transactions on Circuits and Systems for Video Technology.

Book Chapters

K1.    D. Maroulis, D. Iakovidis, S. Karkanis, and I. Flaounas, A Gene Expression Analysis System for Medical Diagnosis, in IFIP International Federation for Information Processing, Volume 204, Artificial Intelligence Applications and Innovations, eds. I. Maglogiannis, K. Karpouzis, M. Bramer, (Boston: Springer), pp. 459-466, 2006.

K2.    D. Bariamis, D. Iakovidis, and D. Maroulis, Dedicated Hardware for Real-Time Computation of Second-Order Statistical Features for High Resolution Images, in Lecture Notes in Computer Science, Advanced Concepts for Intelligent Vision Systems, , eds. J. Blanc-Talon, W. Philips, D. Popescu, (Berlin, Heidelberg: Springer), Sept. 2006, to appear (ISI impact factor 0.515).

International Conferences

C1.    D.K. Iakovidis, M.A. Savelonas, S.A. Karkanis, D.E. Maroulis, Segmentation of Medical Images with Regional Inhomogeneities, in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Hong Kong, 2006, (rated within the first 15% of the accepted papers), vol. 2, pp. 279-282.

C2.    D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, A Comparative Study of Color-Texture Image Features, in Proc. IEEE International Workshop on Systems, Signal and Image Processing (IWSSIP), Halkida, Greece, 2005, pp. 205-209.

C3.    D.K. Iakovidis, D.E. Maroulis, S.A. Karkanis, and A.G. Brokos, A Comparative Study of Texture Features for the Discrimination of Gastric Polyps in Endoscopic Video, in Proc. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Dublin, Ireland, 2005, pp. 575-580.

C4.   D.K. Iakovidis, I.N. Flaounas, S.A. Karkanis, and D.E. Maroulis, A Cascading Support Vector Machines System for Gene Expression Data Classification, in Proc. IEEE International Conference on Intelligent Systems, Varna, Bulgaria, 2004, pp. 344-347.

C5.    D. Bariamis, D.K. Iakovidis, D.E. Maroulis, and S.K. Karkanis, An FPGA-based Architecture for Real Time Image Feature Extraction, in Proc. International Conference on Pattern Recognition (ICPR), IAPR, Cambridge, UK, 2004, pp. 801-804.

C6.    I.N. Flaounas, D.K. Iakovidis, D.E. Maroulis, and S.A. Karkanis, Intelligent Analysis of Genomic Measurements, in Proc. 13th IMEKO International Symposium on Measurements for Research and Industry Applications, Athens, Greece, 2004, pp. 463-467.

 

Realtime Systems & Image Analysis Laboratory, Department of Informatics and Telecommunications, University of Athens, Greece