| Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features P Georgiadis, D Cavouras, I Kalatzis, A Daskalakis, GC Kagadis, K Sifaki, ... Computer methods and programs in biomedicine 89 (1), 24-32, 2008 | 182 | 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 |
| Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals I Kalatzis, N Piliouras, E Ventouras, CC Papageorgiou, AD Rabavilas, ... Computer Methods and Programs in Biomedicine 75 (1), 11-22, 2004 | 95 | 2004 |
| 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 | 72 | 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 | 60 | 2012 |
| Development of a support vector machine-based image analysis system for assessing the thyroid nodule malignancy risk on ultrasound S Tsantis, D Cavouras, I Kalatzis, N Piliouras, N Dimitropoulos, ... Ultrasound in medicine & biology 31 (11), 1451-1459, 2005 | 55 | 2005 |
| 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 |
| 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 | 49 | 2008 |
| On the response of Y3Al5O12: Ce (YAG: Ce) powder scintillating screens to medical imaging X-rays I Kandarakis, D Cavouras, I Sianoudis, D Nikolopoulos, A Episkopakis, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2005 | 49 | 2005 |
| Independent component analysis for source localization of EEG sleep spindle components EM Ventouras, PY Ktonas, H Tsekou, T Paparrigopoulos, I Kalatzis, ... Computational intelligence and neuroscience 2010 (1), 329436, 2010 | 45 | 2010 |
| Evaluation of ZnS: Cu phosphor as X-ray to light converter under mammographic conditions I Kandarakis, D Cavouras, D Nikolopoulos, A Anastasiou, ... Radiation measurements 39 (3), 263-275, 2005 | 45 | 2005 |
| Assessing hip osteoarthritis severity utilizing a probabilistic neural network based classification scheme I Boniatis, L Costaridou, D Cavouras, I Kalatzis, E Panagiotopoulos, ... Medical engineering & physics 29 (2), 227-237, 2007 | 43 | 2007 |
| 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 |
| Development of the cubic least squares mapping linear-kernel support vector machine classifier for improving the characterization of breast lesions on ultrasound N Piliouras, I Kalatzis, N Dimitropoulos, D Cavouras Computerized Medical Imaging and Graphics 28 (5), 247-255, 2004 | 39 | 2004 |
| 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 | 38 | 2017 |
| A novel easy‐to‐use phantom for the determination of MTF in SPECT scanners GP Fountos, CM Michail, A Zanglis, A Samartzis, N Martini, V Koukou, ... Medical Physics 39 (3), 1561-1570, 2012 | 37 | 2012 |
| 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 |
| 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 | 33 | 2007 |
| Osteoarthritis severity of the hip by computer-aided grading of radiographic images I Boniatis, L Costaridou, D Cavouras, I Kalatzis, E Panagiotopoulos, ... Medical and Biological Engineering and Computing 44, 793-803, 2006 | 32 | 2006 |
| Light emission efficiency and imaging performance of Y3Al5O12: Ce (YAG: Ce) powder screens under diagnostic radiology conditions D Cavouras, I Kandarakis, D Nikolopoulos, I Kalatzis, G Kagadis, ... Applied Physics B 80, 923-933, 2005 | 29 | 2005 |
Dionisis CavourasProfessor Emeritus, University of West Attica, Athens, Greece, Department of Biomedical Engineering.Verified email at uniwa.gr