| Brain tumor characterization using the soft computing technique of fuzzy cognitive maps EI Papageorgiou, PP Spyridonos, DT Glotsos, CD Stylios, P Ravazoula, ... Applied soft computing 8 (1), 820-828, 2008 | 255 | 2008 |
| Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods P Georgiadis, D Cavouras, I Kalatzis, D Glotsos, E Athanasiadis, ... Magnetic resonance imaging 27 (1), 120-130, 2009 | 108 | 2009 |
| Breast cancer characterization based on image classification of tissue sections visualized under low magnification C Loukas, S Kostopoulos, A Tanoglidi, D Glotsos, C Sfikas, D Cavouras Computational and mathematical methods in medicine 2013, 2013 | 85 | 2013 |
| Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images A Daskalakis, S Kostopoulos, P Spyridonos, D Glotsos, P Ravazoula, ... Computers in biology and medicine 38 (2), 196-203, 2008 | 68 | 2008 |
| Pattern recognition system for the discrimination of multiple sclerosis from cerebral microangiopathy lesions based on texture analysis of magnetic resonance images P Theocharakis, D Glotsos, I Kalatzis, S Kostopoulos, P Georgiadis, ... Magnetic resonance imaging 27 (3), 417-422, 2009 | 52 | 2009 |
| Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines D Glotsos, J Tohka, P Ravazoula, D Cavouras, G Nikiforidis International Journal of Neural Systems 15 (01n02), 1-11, 2005 | 52 | 2005 |
| Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit K Sidiropoulos, D Glotsos, S Kostopoulos, P Ravazoula, I Kalatzis, ... Computers in biology and medicine 42 (4), 376-386, 2012 | 50 | 2012 |
| Robust estimation of bioaffinity assay fluorescence signals D Glotsos, J Tohka, J Soukka, JT Soini, U Ruotsalainen IEEE Transactions on Information Technology in Biomedicine 10 (4), 733-739, 2006 | 49 | 2006 |
| Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme D Glotsos, I Kalatzis, P Spyridonos, S Kostopoulos, A Daskalakis, ... computer methods and programs in biomedicine 90 (3), 251-261, 2008 | 48 | 2008 |
| Improvement of image quality using BLADE sequences in brain MR imaging E Lavdas, P Mavroidis, S Kostopoulos, D Glotsos, V Roka, T Topalzikis, ... Magnetic resonance imaging 31 (2), 189-200, 2013 | 42 | 2013 |
| Automated segmentation of routinely hematoxylin-eosin-stained microscopic images by combining support vector machine clustering and active contour models D Glotsos, P Spyridonos, D Cavouras, P Ravazoula, PA Dadioti, ... Analytical and quantitative cytology and histology 26 (6), 331-340, 2004 | 42 | 2004 |
| Automated segmentation of routinely hematoxylin-eosin-stained microscopic images by combining support vector machine clustering and active contour models D Glotsos, P Spyridonos, D Cavouras, P Ravazoula, PA Dadioti, ... Analytical and quantitative cytology and histology 26 (6), 331-340, 2004 | 42 | 2004 |
| Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition P Georgiadis, S Kostopoulos, D Cavouras, D Glotsos, I Kalatzis, K Sifaki, ... Magnetic resonance imaging 29 (4), 525-535, 2011 | 41 | 2011 |
| Complementary DNA microarray image processing based on the fuzzy Gaussian mixture model EI Athanasiadis, DA Cavouras, PP Spyridonos, DT Glotsos, IK Kalatzis, ... IEEE Transactions on Information Technology in Biomedicine 13 (4), 419-425, 2009 | 37 | 2009 |
| Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases SA Kostopoulos, PA Asvestas, IK Kalatzis, GC Sakellaropoulos, ... International journal of medical informatics 105, 1-10, 2017 | 35 | 2017 |
| An image-analysis system based on support vector machines for automatic grade diagnosis of brain-tumour astrocytomas in clinical routine D Glotsos, P Spyridonos, D Cavouras, P Ravazoula, P Arapantoni Dadioti, ... Medical Informatics and the Internet in Medicine 30 (3), 179-193, 2005 | 34 | 2005 |
| Computer-based malignancy grading of astrocytomas employing a support vector machine classifier, the WHO grading system and the regular hematoxylin-eosin diagnostic staining … D Glotsos, P Spyridonos, P Petalas, D Cavouras, P Ravazoula, ... Analytical and Quantitative Cytology and Histology 26 (2), 77-83, 2004 | 33 | 2004 |
| A wavelet-based Markov random field segmentation model in segmenting microarray experiments E Athanasiadis, D Cavouras, S Kostopoulos, D Glotsos, I Kalatzis, ... Computer methods and programs in biomedicine 104 (3), 307-315, 2011 | 25 | 2011 |
| Improving gene quantification by adjustable spot-image restoration A Daskalakis, D Cavouras, P Bougioukos, S Kostopoulos, D Glotsos, ... Bioinformatics 23 (17), 2265-2272, 2007 | 25 | 2007 |
| A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images D Glotsos, I Kalatzis, P Theocharakis, P Georgiadis, A Daskalakis, ... Computer methods and programs in biomedicine 97 (1), 53-61, 2010 | 24 | 2010 |
