An automatic classification system of urine bladder tumors employing morphological and textural nuclear features. - Panagiota Spyridonos; Panagiota Ravazoula; Dionisis A. Cavouras; George Nikiforidis (ICIP (2), 2001)

A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence. - Panagiota Spyridonos; Dimitris Glotsos; Dionisis A. Cavouras; Panagiota Ravazoula; George Nikiforidis (DSP, 2002)

Pattern recognition based segmentation method of cell nuclei in tissue section analysis. - Panagiota Spyridonos; Dimitris Glotsos; Dionisis A. Cavouras; Panagiota Ravazoula; Valery V. Zolotaryov; George Nikiforidis (DSP, 2002)

Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks. - Dimitris K. Tasoulis; Panagiota Spyridonos; Nicos G. Pavlidis; Dionisis A. Cavouras; Panagiota Ravazoula; George Nikiforidis; Michael N. Vrahatis (KES, 2003)

The Challenge of Soft Computing Techniques for Tumor Characterization. - Elpiniki Papageorgiou; Panagiota Spyridonos; Chrysostomos D. Stylios; Panagiota Ravazoula; George Nikiforidis; Peter P. Groumpos (ICAISC, 2004)

Automated Diagnosis of Brain Tumours Using a Novel Density Estimation Method for Image Segmentation and Independent Component Analysis Combined with Support Vector Machines for Image Classification. - Dimitris Glotsos; Panagiota Spyridonos; Panagiota Ravazoula; Dionisis A. Cavouras; George Nikiforidis (ICONIP, 2004)

Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines. - Dimitris Glotsos; Jussi Tohka; Panagiota Ravazoula; Dionisis A. Cavouras; George Nikiforidis (Int. J. Neural Syst., 2005)

Advanced soft computing diagnosis method for tumour grading. - Elpiniki Papageorgiou; Panagiota Spyridonos; Chrysostomos D. Stylios; Panagiota Ravazoula; Peter P. Groumpos; George Nikiforidis (Artif. Intell. Medicine, 2006)

Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence. - Dimitris K. Tasoulis; Panagiota Spyridonos; Nicos G. Pavlidis; Vassilis P. Plagianakos; Panagiota Ravazoula; George Nikiforidis; Michael N. Vrahatis (Artif. Intell. Medicine, 2006)

Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification. - Panagiota Spyridonos; Panagiotis Petalas; Dimitris Glotsos; Dionisis A. Cavouras; Panagiota Ravazoula; George Nikiforidis (J. Comput. Methods Sci. Eng., 2006)

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)

Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. - Elpiniki Papageorgiou; Panagiota Spyridonos; Dimitris Glotsos; Chrysostomos D. Stylios; Panagiota Ravazoula; George Nikiforidis; Peter P. Groumpos (Appl. Soft Comput., 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 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)

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)

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)

Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images. - Dimitris Glotsos; Spiros Kostopoulos; Panagiota Ravazoula; Dionisis A. Cavouras (Comput. Methods Programs Biomed., 2018)

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)