Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals. - Ioannis Kalatzis; Nikolaos Piliouras; Eric Ventouras; Charalabos C. Papageorgiou; Andreas D. Rabavilas; Dionisis A. Cavouras (Comput. Methods Programs Biomed., 2004)

Development of the probabilistic neural network-cubic least squares mapping (PNN-LSM3) classifier to assess carotid plaque's risk. - Nikolaos Piliouras; Ioannis Kalatzis; Pantelis Theocharakis; Nikos Dimitropoulos; Dionisis A. Cavouras (Pattern Recognit. Lett., 2004)

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. - Ioannis Kalatzis; Nikolaos Piliouras; Eric Ventouras; Charalabos C. Papageorgiou; Ioannis A. Liappas; Chrysoula C. Nikolaou; Andreas D. Rabavilas; Dionisis A. Cavouras (Pattern Recognit. Lett., 2005)

A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis. - Ioannis Boniatis; Dionisis A. Cavouras; Lena Costaridou; Ioannis Kalatzis; Elias E. Panagiotopoulos; George Panayiotakis 001 (ISBMDA, 2006)

Osteoarthritis severity of the hip by computer-aided grading of radiographic images. - Ioannis Boniatis; Lena Costaridou; Dionisis A. Cavouras; Ioannis Kalatzis; Elias E. Panagiotopoulos; George Panayiotakis 001 (Medical Biol. Eng. Comput., 2006)

An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform. - Emmanouil Athanasiadis; Dionisis A. Cavouras; Panagiota Spyridonos; Ioannis Kalatzis; George Nikiforidis (CAIP, 2007)

Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer. - Panagiotis Bougioukos; Dionisis A. Cavouras; Antonis Daskalakis; Ioannis Kalatzis; Spiros Kostopoulos; Pantelis Georgiadis; George Nikiforidis; Anastasios Bezerianos (CAIP, 2007)

Assessing Estrogen Receptors' Status by Texture Analysis of Breast Tissue Specimens and Pattern Recognition Methods. - Spiros Kostopoulos; Dionisis A. Cavouras; Antonis Daskalakis; Ioannis Kalatzis; Panagiotis Bougioukos; George C. Kagadis; Panagiota Ravazoula; George Nikiforidis (CAIP, 2007)

Development of a Cascade Processing Method for Microarray Spot Segmentation. - Antonis Daskalakis; Dionisis A. Cavouras; Panagiotis Bougioukos; Spiros Kostopoulos; Ioannis Kalatzis; George C. Kagadis; George Nikiforidis (IbPRIA (1), 2007)

Biomarker Selection, Employing an Iterative Peak Selection Method, and Prostate Spectra Characterization for Identifying Biomarkers Related to Prostate Cancer. - Panagiotis Bougioukos; Dionisis A. Cavouras; Antonis Daskalakis; Ioannis Kalatzis; George Nikiforidis; Anastasios Bezerianos (ICCSA (3), 2007)

Effective Quantification of Gene Expression Levels in Microarray Images Using a Spot-Adaptive Compound Clustering-Enhancement-Segmentation Scheme. - Antonis Daskalakis; Dionisis A. Cavouras; Panagiotis Bougioukos; Spiros Kostopoulos; Pantelis Georgiadis; Ioannis Kalatzis; George C. Kagadis; George Nikiforidis (ICCSA (3), 2007)

Non-linear Least Squares Features Transformation for Improving the Performance of Probabilistic Neural Networks in Classifying Human Brain Tumors on MRI. - Pantelis Georgiadis; Dionisis A. Cavouras; Ioannis Kalatzis; Antonis Daskalakis; George C. Kagadis; Koralia Sifaki; Menelaos Malamas; George Nikiforidis; Ekaterini Solomou (ICCSA (3), 2007)

Improving gene quantification by adjustable spot-image restoration. - Antonis Daskalakis; Dionisis A. Cavouras; Panagiotis Bougioukos; Spiros Kostopoulos; Dimitris Glotsos; Ioannis Kalatzis; George C. Kagadis; Christos Argyropoulos; George Nikiforidis (Bioinform., 2007)

Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space. - Ioannis Boniatis; Dionisis A. Cavouras; Lena Costaridou; Ioannis Kalatzis; Elias E. Panagiotopoulos; George Panayiotakis 001 (Comput. Biol. Medicine, 2007)

A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA. - Spiros Kostopoulos; Dimitris Glotsos; George C. Kagadis; Antonis Daskalakis; Panagiota Spyridonos; Ioannis Kalatzis; M. Karamessini; T. Petsas; Dionisis A. Cavouras; George Nikiforidis (Comput. Graph., 2007)

Slow and fast EEG sleep spindle component extraction using Independent Component Analysis. - Errikos M. Ventouras; Periklis Y. Ktonas; Hara Tsekou; Thomas Paparrigopoulos; Ioannis Kalatzis; Constantin R. Soldatos (BIBE, 2008)

Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images. - Antonis Daskalakis; Spiros Kostopoulos; Panagiota Spyridonos; Dimitris Glotsos; Panagiota Ravazoula; Maria Kardari; Ioannis Kalatzis; Dionisis A. Cavouras; George Nikiforidis (Comput. Biol. Medicine, 2008)

Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features. - Pantelis Georgiadis; Dionisis A. Cavouras; Ioannis Kalatzis; Antonis Daskalakis; George C. Kagadis; Koralia Sifaki; Menelaos Malamas; George Nikiforidis; Ekaterini Solomou (Comput. Methods Programs Biomed., 2008)

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme. - Dimitris Glotsos; Ioannis Kalatzis; Panagiota Spyridonos; Spiros Kostopoulos; Antonis Daskalakis; Emmanouil Athanasiadis; Panagiota Ravazoula; George Nikiforidis; Dionisis A. Cavouras (Comput. Methods Programs Biomed., 2008)

Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model. - Emmanouil Athanasiadis; Dionisis A. Cavouras; Dimitris Glotsos; Pantelis Georgiadis; Ioannis Kalatzis; George Nikiforidis (IEEE Trans. Inf. Technol. Biomed., 2009)

Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model. - Emmanouil Athanasiadis; Dionisis A. Cavouras; Panagiota Spyridonos; Dimitris Glotsos; Ioannis Kalatzis; George Nikiforidis (IEEE Trans. Inf. Technol. Biomed., 2009)

Independent Component Analysis for Source Localization of EEG Sleep Spindle Components. - Errikos M. Ventouras; Periklis Y. Ktonas; Hara Tsekou; Thomas Paparrigopoulos; Ioannis Kalatzis; Constantin R. Soldatos (Comput. Intell. Neurosci., 2010)

An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra. - Panagiotis Bougioukos; Dimitris Glotsos; Dionisis A. Cavouras; Antonis Daskalakis; Ioannis Kalatzis; Spiros Kostopoulos; George Nikiforidis; Anastasios Bezerianos (Comput. Methods Programs Biomed., 2010)

A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images. - Dimitris Glotsos; Ioannis Kalatzis; Pantelis Theocharakis; Pantelis Georgiadis; Antonis Daskalakis; Kostas Ninos; Pavlos Zoumboulis; Anna Filippidou; Dionisis A. Cavouras (Comput. Methods Programs Biomed., 2010)

A wavelet-based Markov random field segmentation model in segmenting microarray experiments. - Emmanouil Athanasiadis; Dionisis A. Cavouras; Spiros Kostopoulos; Dimitris Glotsos; Ioannis Kalatzis; George Nikiforidis (Comput. Methods Programs Biomed., 2011)

Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit. - Konstantinos Sidiropoulos; Dimitris Glotsos; Spiros Kostopoulos; Panagiota Ravazoula; Ioannis Kalatzis; Dionisis A. Cavouras; T. John Stonham (Comput. Biol. Medicine, 2012)

Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases. - Spiros Kostopoulos; Pantelis A. Asvestas; Ioannis Kalatzis; George Sakellaropoulos; Theofilos H. Sakkis; Dionisis A. Cavouras; Dimitris T. Glotsos (Int. J. Medical Informatics, 2017)

Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research. - Spiros Kostopoulos; Panagiota Ravazoula; Pantelis Asvestas; Ioannis Kalatzis; George Xenogiannopoulos; Dionisis A. Cavouras; Dimitris Glotsos (J. Digit. Imaging, 2017)

Design of a hybrid deep learning system for discriminating between low- and high-grade colorectal cancer lesions, using microscopy images of IHC stained for AIB1 expression biopsy material. - Angeliki D. Theodosi; Sotiris Ouzounis; Spiros Kostopoulos; Dimitris Glotsos; Ioannis Kalatzis; Vassiliki Tzelepi; Panagiota Ravazoula; Pantelis Asvestas; Dionisis A. Cavouras; George Sakellaropoulos (Mach. Vis. Appl., 2021)