| 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 | 93 | 2004 |
| 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 | 53 | 2005 |
| 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 |
| Support vector machines based analysis of brain SPECT images for determining cerebral abnormalities in asymptomatic diabetic patients I Kalatzis, D Pappas, N Piliouras, D Cavouras Medical informatics and the Internet in medicine 28 (3), 221-230, 2003 | 19 | 2003 |
| Design and implementation of a multi-PNN structure for discriminating one-month abstinent heroin addicts from healthy controls using the P600 component of ERP signals I Kalatzis, N Piliouras, E Ventouras, CC Papageorgiou, IA Liappas, ... Pattern Recognition Letters 26 (11), 1691-1700, 2005 | 13 | 2005 |
| Development of the probabilistic neural network–cubic least squares mapping (PNN–LSM3) classifier to assess carotid plaque’s risk N Piliouras, I Kalatzis, P Theocharakis, N Dimitropoulos, D Cavouras Pattern Recognition Letters 25 (2), 249-258, 2004 | 13 | 2004 |
| Comparative evaluation of probabilistic neural network versus support vector machines classifiers in discriminating ERP signals of depressive patients from healthy controls I Kalatzis, N Piliouras, E Ventouras, CC Papageorgiou, AD Rabavilas, ... 3rd International Symposium on Image and Signal Processing and Analysis …, 2003 | 12 | 2003 |
| Identifying differences in the P600 component of ERP-signals between OCD patients and controls employing a PNN-based majority vote classification scheme I Kalatzis, N Piliouras, D Glotsos, E Ventouras, C Papageorgiou, ... 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, 3994-3997, 2006 | 8 | 2006 |
| Mammographic image enhancement using wavelet-based processing and histogram equalization E Athanasiadis, N Piliouras, K Sidiropoulos, H Georgiou, C Makris, ... 1st International Conference “From Scientific Computing to Computational …, 2004 | 7 | 2004 |
| Wavelet based filters for enhancing digital mammograms E Athanasiadis, N Piliouras, D Glotsos, I Kalatzis, N Dimitropoulos, ... e-Journal of Science & Technology (e-JST), 39-47, 2006 | 6 | 2006 |
| Statistical Versus Wavelet-Based despeckling techniques for enhancing medical ultrasound images KP Sidiropoulos, NG Piliouras, EI Athanasiadis, HV Georgiou, CS Makris, ... 1st International Conference “From Scientific Computing to Computational …, 2004 | 6 | 2004 |
| Computer based analysis of ultrasound images for assessing carotid artery plaque risk P Theocharakis, I Kalatzis, N Piliouras, N Dimitropoulos, D Cavouras 3rd International Symposium on Image and Signal Processing and Analysis …, 2003 | 6 | 2003 |
| Upgrading undergraduate biomedical engineering laboratory training A Tzavaras, N Kontodimopoulos, E Monoyiou, I Kalatzis, N Piliouras, ... 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, 353-356, 2006 | 5 | 2006 |
| A Systematic evaluation of a new waveletbased image Enhancement algorithm for digital mammography E Athanasiadis, N Piliouras, K Sidiropoulos, H Georgiou, N Dimitropoulos, ... Fourth European Symposium on Biomedical Engineering, University of Patras …, 2004 | 2 | 2004 |
| Development and Diagnostic Evaluation of Wavelet-Based and Histogram Equalization Image Enhancement Filters in Mammography E Athanasiadis, N Piliouras, N Dimitropoulos, I Kalatzis, D Glotsos, ... Tenth Mediterranean Conference on Medical and Biological Engineering …, 2004 | 1 | 2004 |
| Computer-Assisted Diagnosis of thyroid nodules malignancy risk S Tsantis, D Glotsos, I Kalatzis, N Piliouras, P Spyridonos, ... European Congress of Radiology-ECR 2005, 2005 | | 2005 |
| DISCRIMINATING OCD PATIENTS FROM HEALTHY CONTROLS USING PATTERN RECOGNITION METHODS ON THE P600 COMPONENT OF ERP SIGNALS I Kalatzis, E Ventouras, N Piliouras, D Glotsos, C Papageorgiou, ... IFMBE Proc 11 (1), 1727-1983, 2005 | | 2005 |
| Relationship between carotid plaque composition and embolization risk assessed by computer processing of ultrasound images P Theocharakis, I Kalatzis, N Piliouras, N DIMITROPOULOS, E Ventouras, ... Computational Methods In Sciences And Engineering 2003, 626-630, 2003 | | 2003 |
| Probabilistic neural network versus cubic least-squares minimum-distance in classifying EEG signals I Kalatzis, N Piliouras, E Ventouras, I Kandarakis, CC Papageorgiou, ... Computational Methods In Sciences And Engineering 2003, 268-271, 2003 | | 2003 |
| Probabilistic neural network classifier versus multilayer perceptron classifier in discriminating brain spect images of patients with diabetes from normal controls I Kalatzis, N Piliouras, D Pappas, E Ventouras, D Cavouras Computational Methods In Sciences And Engineering 2003, 272-276, 2003 | | 2003 |
