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 (1), 829461, 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 | 69 | 2008 |
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 | 58 | 2012 |
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 | 51 | 2009 |
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 |
A simple algorithm to monitor hr for real time treatment applications K Banitsas, P Pelegris, T Orbach, D Cavouras, K Sidiropoulos, ... 2009 9th International Conference on Information Technology and Applications …, 2009 | 46 | 2009 |
Design and interdisciplinary simulations of a hand-held device for internal-body temperature sensing using microwave radiometry NA Livanos, S Hammal, CD Nikolopoulos, AT Baklezos, CN Capsalis, ... IEEE Sensors Journal 18 (6), 2421-2433, 2018 | 43 | 2018 |
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 |
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 | 40 | 2011 |
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 | 37 | 2017 |
Colour-texture based image analysis method for assessing the hormone receptors status in breast tissue sections S Kostopoulos, D Cavouras, A Daskalakis, P Bougioukos, P Georgiadis, ... 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 32 | 2007 |
An efficient CLAHE-based, spot-adaptive, image segmentation technique for improving microarray genes’ quantification A Daskalakis, D Cavouras, P Bougioukos, S Kostopoulos, P Georgiadis, ... 2nd International Conference on Experiments/Process/System Modelling …, 2007 | 28 | 2007 |
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 |
Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images KP Sidiropoulos, SA Kostopoulos, DT Glotsos, EI Athanasiadis, ... International journal of computer assisted radiology and surgery 8, 547-560, 2013 | 23 | 2013 |
Computer-based automated estimation of breast vascularity and correlation with breast cancer in DCE-MRI images SA Kostopoulos, KG Vassiou, EN Lavdas, DA Cavouras, IK Kalatzis, ... Magnetic resonance imaging 35, 39-45, 2017 | 19 | 2017 |
Elimination of motion, pulsatile flow and cross-talk artifacts using blade sequences in lumbar spine MR imaging E Lavdas, P Mavroidis, S Kostopoulos, D Glotsos, V Roka, AG Koutsiaris, ... Magnetic Resonance Imaging 31 (6), 882-890, 2013 | 18 | 2013 |
Computer-based association of the texture of expressed estrogen receptor nuclei with histologic grade using immunohistochemically-stained breast carcinomas. S Kostopoulos, D Glotsos, D Cavouras, A Daskalakis, I Kalatzis, ... Analytical and Quantitative Cytology and Histology 31 (4), 187-196, 2009 | 17 | 2009 |
Development of a reference image collection library for histopathology image processing, analysis and decision support systems research S Kostopoulos, P Ravazoula, P Asvestas, I Kalatzis, G Xenogiannopoulos, ... Journal of digital imaging 30, 287-295, 2017 | 16 | 2017 |