Dionisis A. Cavouras

Publication Activity (10 Years)

Years Active: 1981-2023
Publications (10 Years): 5

Top Topics

Malignant Melanoma

Texture Analysis

Decision Support System

Top Venues

Int. J. Medical Informatics

J. Digit. Imaging

Comput. Methods Programs Biomed.

Publications

Spiros Kostopoulos, Nada Boci, Dionisis A. Cavouras, Antonios Tsagkalis, Maria Papaioannou, Alexandra Tsikrika, Dimitris Glotsos, Pantelis Asvestas, Eleftherios Lavdas
Radiomics Texture Analysis of Bone Marrow Alterations in MRI Knee Examinations. J. Imaging 9 (11) (2023)
Angeliki Theodosi, Sotiris Ouzounis, Spiros Kostopoulos, Dimitris Glotsos, Ioannis Kalatzis, Vassiliki Tzelepi, Panagiota Ravazoula, Pantelis Asvestas, Dionisis A. Cavouras, George Sakellaropoulos
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. Mach. Vis. Appl. 32 (3) (2021)
Dimitris Glotsos, Spiros Kostopoulos, Panagiota Ravazoula, Dionisis A. Cavouras
Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images. Comput. Methods Programs Biomed. 162 (2018)
Spiros Kostopoulos, Panagiota Ravazoula, Pantelis Asvestas, Ioannis Kalatzis, George Xenogiannopoulos, Dionisis A. Cavouras, Dimitris Glotsos
Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research. J. Digit. Imaging 30 (3) (2017)
Spiros Kostopoulos, Pantelis A. Asvestas, Ioannis Kalatzis, George Sakellaropoulos, Theofilos H. Sakkis, Dionisis A. Cavouras, Dimitris T. Glotsos
Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases. Int. J. Medical Informatics 105 (2017)
Konstantinos Sidiropoulos, Spiros Kostopoulos, Dimitris Glotsos, Emmanouil Athanasiadis, Nikos Dimitropoulos, T. John Stonham, Dionisis A. Cavouras
Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Ekaterini Solomou, Spiros Kostopoulos, Konstantinos Sidiropoulos, Emmanouil Athanasiadis, Eleftherios Lavdas, Dimitris Glotsos, George Sakellaropoulos, Petros Zampakis, T. John Stonham, Dionisis A. Cavouras
Designing a pattern recognition system on GPU for discriminating between patients with micro-ischaemic and multiple sclerosis lesions, using MRI images. Int. J. High Perform. Comput. Appl. 27 (3) (2013)
Constantinos G. Loukas, Spiros Kostopoulos, Anna Tanoglidi, Dimitris Glotsos, Konstantinos Sfikas, Dionisis A. Cavouras
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification. Comput. Math. Methods Medicine 2013 (2013)
Konstantinos Sidiropoulos, Dimitris Glotsos, Spiros Kostopoulos, Panagiota Ravazoula, Ioannis Kalatzis, Dionisis A. Cavouras, T. John Stonham
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit. Comput. Biol. Medicine 42 (4) (2012)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Spiros Kostopoulos, Dimitris Glotsos, Ioannis Kalatzis, George Nikiforidis
A wavelet-based Markov random field segmentation model in segmenting microarray experiments. Comput. Methods Programs Biomed. 104 (3) (2011)
Konstantinos Sidiropoulos, Pantelis Georgiadis, Nikolaos Pagonis, Nikolaos Dimitropoulos, Pantelis Asvestas, George K. Matsopoulos, Dionisis A. Cavouras
Infusing Image Processing Capabilities into an RFID-Based Personal Mobile Medical Assistant. MobiHealth (2011)
Panagiotis Bougioukos, Dimitris Glotsos, Dionisis A. Cavouras, Antonis Daskalakis, Ioannis Kalatzis, Spiros Kostopoulos, George Nikiforidis, Anastasios Bezerianos
An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra. Comput. Methods Programs Biomed. 99 (2) (2010)
Dimitris Glotsos, Ioannis Kalatzis, Pantelis Theocharakis, Pantelis Georgiadis, Antonis Daskalakis, Kostas Ninos, Pavlos Zoumboulis, Anna Filippidou, Dionisis A. Cavouras
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images. Comput. Methods Programs Biomed. 97 (1) (2010)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Panagiota Spyridonos, Dimitris Glotsos, Ioannis Kalatzis, George Nikiforidis
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Antonis Daskalakis, Dimitris Glotsos, Spiros Kostopoulos, Dionisis A. Cavouras, George Nikiforidis
A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework. Comput. Methods Programs Biomed. 95 (1) (2009)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Dimitris Glotsos, Pantelis Georgiadis, Ioannis Kalatzis, George Nikiforidis
Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model. IEEE Trans. Inf. Technol. Biomed. 13 (6) (2009)
Stavros Tsantis, Nikos Dimitropoulos, Dionisis A. Cavouras, George Nikiforidis
Morphological and wavelet features towards sonographic thyroid nodules evaluation. Comput. Medical Imaging Graph. 33 (2) (2009)
Pantelis Georgiadis, Dionisis A. Cavouras, Konstantinos Sidiropoulos, Konstantinos Ninos, Constantine Nomicos
Remote monitoring of electromagnetic signals and seismic events using smart mobile devices. Comput. Geosci. 35 (6) (2009)
Dimitris Glotsos, Ioannis Kalatzis, Panagiota Spyridonos, Spiros Kostopoulos, Antonis Daskalakis, Emmanouil Athanasiadis, Panagiota Ravazoula, George Nikiforidis, Dionisis A. Cavouras
Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme. Comput. Methods Programs Biomed. 90 (3) (2008)
George C. Kagadis, Panagiota Spyridonos, Dimitris Karnabatidis, Athanassios Diamantopoulos, Emmanouil Athanasiadis, Antonis Daskalakis, Konstantinos Katsanos, Dionisis A. Cavouras, Dimitris Mihailidis, Dimitris Siablis, George Nikiforidis
Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging. J. Digit. Imaging 21 (4) (2008)
Antonis Daskalakis, Spiros Kostopoulos, Panagiota Spyridonos, Dimitris Glotsos, Panagiota Ravazoula, Maria Kardari, Ioannis Kalatzis, Dionisis A. Cavouras, George Nikiforidis
Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images. Comput. Biol. Medicine 38 (2) (2008)
Pantelis Georgiadis, Dionisis A. Cavouras, Ioannis Kalatzis, Antonis Daskalakis, George C. Kagadis, Koralia Sifaki, Menelaos Malamas, George Nikiforidis, Ekaterini Solomou
Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features. Comput. Methods Programs Biomed. 89 (1) (2008)
Spiros Kostopoulos, Dimitris Glotsos, George C. Kagadis, Antonis Daskalakis, Panagiota Spyridonos, Ioannis Kalatzis, M. Karamessini, T. Petsas, Dionisis A. Cavouras, George Nikiforidis
A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA. Comput. Graph. 31 (3) (2007)
Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes. Artif. Intell. Medicine 41 (1) (2007)
Ioannis Boniatis, Dionisis A. Cavouras, Lena Costaridou, Ioannis Kalatzis, Elias E. Panagiotopoulos, George Panayiotakis
Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space. Comput. Biol. Medicine 37 (12) (2007)
Stavros Tsantis, Nikos Dimitropoulos, M. Ioannidou, Dionisis A. Cavouras, George Nikiforidis
Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images. Comput. Medical Imaging Graph. 31 (3) (2007)
Antonis Daskalakis, Dionisis A. Cavouras, Panagiotis Bougioukos, Spiros Kostopoulos, Pantelis Georgiadis, Ioannis Kalatzis, George C. Kagadis, George Nikiforidis
Effective Quantification of Gene Expression Levels in Microarray Images Using a Spot-Adaptive Compound Clustering-Enhancement-Segmentation Scheme. ICCSA (3) (2007)
Spiros Kostopoulos, Dionisis A. Cavouras, Antonis Daskalakis, Ioannis Kalatzis, Panagiotis Bougioukos, George C. Kagadis, Panagiota Ravazoula, George Nikiforidis
Assessing Estrogen Receptors' Status by Texture Analysis of Breast Tissue Specimens and Pattern Recognition Methods. CAIP (2007)
Antonis Daskalakis, Dionisis A. Cavouras, Panagiotis Bougioukos, Spiros Kostopoulos, Dimitris Glotsos, Ioannis Kalatzis, George C. Kagadis, Christos Argyropoulos, George Nikiforidis
Improving gene quantification by adjustable spot-image restoration. Bioinform. 23 (17) (2007)
Panagiotis Bougioukos, Dionisis A. Cavouras, Antonis Daskalakis, Ioannis Kalatzis, George Nikiforidis, Anastasios Bezerianos
Biomarker Selection, Employing an Iterative Peak Selection Method, and Prostate Spectra Characterization for Identifying Biomarkers Related to Prostate Cancer. ICCSA (3) (2007)
Panagiotis Bougioukos, Dionisis A. Cavouras, Antonis Daskalakis, Ioannis Kalatzis, Spiros Kostopoulos, Pantelis Georgiadis, George Nikiforidis, Anastasios Bezerianos
Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer. CAIP (2007)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Panagiota Spyridonos, Ioannis Kalatzis, George Nikiforidis
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform. CAIP (2007)
Pantelis Georgiadis, Dionisis A. Cavouras, Ioannis Kalatzis, Antonis Daskalakis, George C. Kagadis, Koralia Sifaki, Menelaos Malamas, George Nikiforidis, Ekaterini Solomou
Non-linear Least Squares Features Transformation for Improving the Performance of Probabilistic Neural Networks in Classifying Human Brain Tumors on MRI. ICCSA (3) (2007)
Panagiotis Bougioukos, Dionisis A. Cavouras, Antonis Daskalakis, Spiros Kostopoulos, George Nikiforidis, Anastasios Bezerianos
Prostate Cancer Biomarker Selection through a Novel Combination of Sequential Global Thresholding, Particle Swarm Optimization, and PNN Classification of MS-Spectra. ICTAI (1) (2007)
Antonis Daskalakis, Dionisis A. Cavouras, Panagiotis Bougioukos, Spiros Kostopoulos, Ioannis Kalatzis, George C. Kagadis, George Nikiforidis
Development of a Cascade Processing Method for Microarray Spot Segmentation. IbPRIA (1) (2007)
Panagiota Spyridonos, Panagiotis Petalas, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification. J. Comput. Methods Sci. Eng. 6 (5-6) (2006)
Ioannis Boniatis, Dionisis A. Cavouras, Lena Costaridou, Ioannis Kalatzis, Elias E. Panagiotopoulos, George Panayiotakis
A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis. ISBMDA (2006)
Stavros Tsantis, Nikos Dimitropoulos, Dionisis A. Cavouras, George Nikiforidis
A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images. Comput. Methods Programs Biomed. 84 (2-3) (2006)
Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers. Artif. Intell. Medicine 37 (2) (2006)
Ioannis Boniatis, Lena Costaridou, Dionisis A. Cavouras, Ioannis Kalatzis, Elias E. Panagiotopoulos, George Panayiotakis
Osteoarthritis severity of the hip by computer-aided grading of radiographic images. Medical Biol. Eng. Comput. 44 (9) (2006)
Konstantinos A. Banitsas, Pantelis Georgiadis, Sapal Tachakra, Dionisis A. Cavouras
Mobile consultant: combining total mobility with constant access. EMBC (2006)
Ioannis Kalatzis, Nikolaos Piliouras, Eric Ventouras, Charalabos C. Papageorgiou, Ioannis A. Liappas, Chrysoula C. Nikolaou, Andreas D. Rabavilas, Dionisis A. Cavouras
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. Pattern Recognit. Lett. 26 (11) (2005)
Dimitris Glotsos, Jussi Tohka, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis
Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines. Int. J. Neural Syst. 15 (1-2) (2005)
Dimitris Glotsos, Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis
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. ICONIP (2004)
Ioannis Kalatzis, Nikolaos Piliouras, Eric Ventouras, Charalabos C. Papageorgiou, Andreas D. Rabavilas, Dionisis A. Cavouras
Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals. Comput. Methods Programs Biomed. 75 (1) (2004)
Nikolaos Piliouras, Ioannis Kalatzis, Pantelis Theocharakis, Nikos Dimitropoulos, Dionisis A. Cavouras
Development of the probabilistic neural network-cubic least squares mapping (PNN-LSM3) classifier to assess carotid plaque's risk. Pattern Recognit. Lett. 25 (2) (2004)
Dimitris K. Tasoulis, Panagiota Spyridonos, Nicos G. Pavlidis, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis, Michael N. Vrahatis
Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks. KES (2003)
Harris V. Georgiou, Michael E. Mavroforakis, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features. DSP (2002)
Panagiota Spyridonos, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis
A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence. DSP (2002)
Michael E. Mavroforakis, Harris V. Georgiou, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
Mammographic mass classification using textural features and descriptive diagnostic data. DSP (2002)
Panagiota Spyridonos, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, Valery V. Zolotaryov, George Nikiforidis
Pattern recognition based segmentation method of cell nuclei in tissue section analysis. DSP (2002)
Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis
An automatic classification system of urine bladder tumors employing morphological and textural nuclear features. ICIP (2) (2001)
Eleftherios Kofidis, Nicholas Kolokotronis, Aliki Vassilarakou, Sergios Theodoridis, Dionisis A. Cavouras
Wavelet-based medical image compression. Future Gener. Comput. Syst. 15 (2) (1999)
Dionisis A. Cavouras, Len Norton-Wayne
Tomographic mapping of the activity of the heart wall. Pattern Recognit. 14 (1-6) (1981)