Ioannis Kalatzis
According to our database1,
Ioannis Kalatzis
authored at least 29 papers
between 2004 and 2021.
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Bibliography
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
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
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
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
Independent Component Analysis for Source Localization of EEG Sleep Spindle Components.
Comput. Intell. Neurosci., 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
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
Slow and fast EEG sleep spindle component extraction using Independent Component Analysis.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
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
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
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
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
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