Prognostic performance of two expert systems based on Bayesian belief networks. - George Sakellaropoulos; George Nikiforidis (Decis. Support Syst., 2000)

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)

A novel spectral microscope system: application in quantitative pathology. - Antonis Papadakis; Efstathios Stathopoulos; George Delides; Konstantinos Berberides; George Nikiforidis; Costas Balas (IEEE Trans. Biomed. Eng., 2003)

FPGA implementation of spiking neural networks - an initial step towards building tangible collaborative autonomous agents. - Stephen J. Bellis; Kafil Mahmood Razeeb; Chitta Ranjan Saha; Kieran Delaney; S. Cian O'Mathuna; Anthony Pounds-Cornish; Gustavo de Souza; Martin J. Colley; Hani Hagras; Graham Clarke; Victor Callaghan; Christos Argyropoulos; et al. (FPT, 2004)

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)

Design and implementation of a web-enabled haematological system. - Lefteris Gortzis; Stavros A. Koubias; George Nikiforidis (Comput. Methods Programs Biomed., 2004)

Spiking neural network training using evolutionary algorithms. - Nicos G. Pavlidis; O. K. Tasoulis; Vassilis P. Plagianakos; George Nikiforidis; Michael N. Vrahatis (IJCNN, 2005)

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)

Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. - Panagiota Spyridonos; Elpiniki Papageorgiou; Peter P. Groumpos; George Nikiforidis (ICIAR (2), 2006)

The Probabilities Mixture Model for Clustering Flow-Cytometric Data: An Application to Gating Lymphocytes in Peripheral Blood. - John Lakoumentas; John Drakos; Marina Karakantza; Nicolaos C. Zoumbos; George Nikiforidis; George Sakellaropoulos (ISBMDA, 2006)

Multi-Agent Cooperation Infrastructure to Support Patient-Oriented Telecare Services. - Vassilis Poulopoulos; Lefteris Gortzis; Ioannis Bakettas; George Nikiforidis (ITRE, 2006)

Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. - Elpiniki Papageorgiou; George K. Georgoulas; Chrysostomos D. Stylios; George Nikiforidis; Peter P. Groumpos (KES (1), 2006)

A Collaborating Team of Spiking Neural Network Based Robotic Agents for Inaccessible Fluidic Environments. - Hani Hagras; Martin J. Colley; Anthony Pounds-Cornish; Gustavo de Souza; Victor Callaghan; George Nikiforidis; Christos Argyropoulos; Achilles Kameas; Frank Murphy (SMC, 2006)

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)

A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images. - Stavros Tsantis; Nikos Dimitropoulos; Dionisis A. Cavouras; George Nikiforidis (Comput. Methods Programs Biomed., 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)

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)

Prostate Cancer Biomarker Selection through a Novel Combination of Sequential Global Thresholding, Particle Swarm Optimization, and PNN Classification of MS-Spectra. - Panagiotis Bougioukos; Dionisis A. Cavouras; Antonis Daskalakis; Spiros Kostopoulos; George Nikiforidis; Anastasios Bezerianos (ICTAI (1), 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)

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)

Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images. - Stavros Tsantis; Nikos Dimitropoulos; M. Ioannidou; Dionisis A. Cavouras; George Nikiforidis (Comput. Medical Imaging Graph., 2007)

Collaborative Work During Interventional Radiological Procedures Based on a Multicast Satellite-Terrestrial Network. - Lefteris Gortzis; Homer Papadopoulos; Theo A. Roelofs; Stefan Rakowsky; Dimitris Karnabatidis; Dimitris Siablis; Constantinos Makropoulos; George Nikiforidis; Georgi Graschew (IEEE Trans. Inf. Technol. Biomed., 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)

A perspective for biomedical data integration: Design of databases for flow cytometry. - John Drakos; Marina Karakantza; Nicholas C. Zoumbos; John Lakoumentas; George Nikiforidis; George Sakellaropoulos (BMC Bioinform., 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)

Tracing and cataloguing knowledge in an e-health cardiology environment. - Lefteris Gortzis; George Nikiforidis (J. Biomed. Informatics, 2008)

Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging. - George C. Kagadis; Panagiota Spyridonos; Dimitris Karnabatidis; Athanassios Diamantopoulos; Emmanouil Athanasiadis; Antonis Daskalakis; Konstantinos Katsanos; Dionisis A. Cavouras; Dimitris Mihailidis; Dimitris Siablis; George Nikiforidis (J. Digit. Imaging, 2008)

Morphological and wavelet features towards sonographic thyroid nodules evaluation. - Stavros Tsantis; Nikos Dimitropoulos; Dionisis A. Cavouras; George Nikiforidis (Comput. Medical Imaging Graph., 2009)

A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework. - Antonis Daskalakis; Dimitris Glotsos; Spiros Kostopoulos; Dionisis A. Cavouras; George Nikiforidis (Comput. Methods Programs Biomed., 2009)

Bayesian clustering of flow cytometry data for the diagnosis of B-Chronic Lymphocytic Leukemia. - John Lakoumentas; John Drakos; Marina Karakantza; George Nikiforidis; George Sakellaropoulos (J. Biomed. Informatics, 2009)

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)

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)

Background adjustment of cDNA microarray images by Maximum Entropy distributions. - Christos Argyropoulos; Antonis Daskalakis; George Nikiforidis; George Sakellaropoulos (J. Biomed. Informatics, 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)

Optimizations of the naïve-Bayes classifier for the prognosis of B-Chronic Lymphocytic Leukemia incorporating flow cytometry data. - John Lakoumentas; John Drakos; Marina Karakantza; George Sakellaropoulos; Vasileios Megalooikonomou; George Nikiforidis (Comput. Methods Programs Biomed., 2012)

Methodological issues in the spectral analysis of the heart rate variability: Application in patients with epilepsy. - Maria L. Stavrinou; George Sakellaropoulos; Eftichia Trachani; Vassiliki Sirrou; Panayiotis Polychronopoulos; George Nikiforidis; Elisabeth Chroni (Biomed. Signal Process. Control., 2014)