Dionisis A. Cavouras
Affiliations:- Technological Educational Institute of Athens, Department of Biomedical Engineering, Greece
According to our database1,
Dionisis A. Cavouras
authored at least 55 papers
between 1981 and 2023.
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Bibliography
2023
An Experimental Platform for Tomographic Reconstruction of Tissue Images in Brightfield Microscopy.
Sensors, December, 2023
J. Imaging, 2023
2021
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., 2021
2018
Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images.
Comput. Methods Programs Biomed., 2018
2017
Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research.
J. Digit. Imaging, 2017
Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases.
Int. J. Medical Informatics, 2017
2013
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., 2013
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification.
Comput. Math. Methods Medicine, 2013
Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images.
Int. J. Comput. Assist. Radiol. Surg., 2013
2012
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit.
Comput. Biol. Medicine, 2012
2011
A wavelet-based Markov random field segmentation model in segmenting microarray experiments.
Comput. Methods Programs Biomed., 2011
Infusing Image Processing Capabilities into an RFID-Based Personal Mobile Medical Assistant.
Proceedings of the Wireless Mobile Communication and Healthcare, 2011
2010
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images.
Comput. Methods Programs Biomed., 2010
An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra.
Comput. Methods Programs Biomed., 2010
2009
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model.
IEEE Trans. Inf. Technol. Biomed., 2009
Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model.
IEEE Trans. Inf. Technol. Biomed., 2009
Remote monitoring of electromagnetic signals and seismic events using smart mobile devices.
Comput. Geosci., 2009
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., 2009
Comput. Medical Imaging Graph., 2009
2008
Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging.
J. Digit. Imaging, 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.
Comput. Methods Programs Biomed., 2008
Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features.
Comput. Methods Programs Biomed., 2008
Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images.
Comput. Biol. Medicine, 2008
2007
Comput. Medical Imaging Graph., 2007
A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA.
Comput. Graph., 2007
Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space.
Comput. Biol. Medicine, 2007
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes.
Artif. Intell. Medicine, 2007
Prostate Cancer Biomarker Selection through a Novel Combination of Sequential Global Thresholding, Particle Swarm Optimization, and PNN Classification of MS-Spectra.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Non-linear Least Squares Features Transformation for Improving the Performance of Probabilistic Neural Networks in Classifying Human Brain Tumors on MRI.
Proceedings of the Computational Science and Its Applications, 2007
Effective Quantification of Gene Expression Levels in Microarray Images Using a Spot-Adaptive Compound Clustering-Enhancement-Segmentation Scheme.
Proceedings of the Computational Science and Its Applications, 2007
Biomarker Selection, Employing an Iterative Peak Selection Method, and Prostate Spectra Characterization for Identifying Biomarkers Related to Prostate Cancer.
Proceedings of the Computational Science and Its Applications, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Assessing Estrogen Receptors' Status by Texture Analysis of Breast Tissue Specimens and Pattern Recognition Methods.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007
2006
Medical Biol. Eng. Comput., 2006
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification.
J. Comput. Methods Sci. Eng., 2006
A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images.
Comput. Methods Programs Biomed., 2006
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers.
Artif. Intell. Medicine, 2006
A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
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., 2005
Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines.
Int. J. Neural Syst., 2005
2004
Development of the probabilistic neural network-cubic least squares mapping (PNN-LSM3) classifier to assess carotid plaque's risk.
Pattern Recognit. Lett., 2004
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., 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.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
Pattern recognition based segmentation method of cell nuclei in tissue section analysis.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Mammographic mass classification using textural features and descriptive diagnostic data.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
An automatic classification system of urine bladder tumors employing morphological and textural nuclear features.
Proceedings of the 2001 International Conference on Image Processing, 2001
1999
1981