Ioannis Kalatzis

发表

Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods.

Pantelis Georgiadis, Dionisis Cavouras, Ioannis Kalatzis, 2009, Magnetic resonance imaging.

Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit

Ioannis Kalatzis, Dimitris Glotsos, Spiros Kostopoulos, 2012, Comput. Biol. Medicine.

A wavelet-based Markov random field segmentation model in segmenting microarray experiments

Ioannis Kalatzis, Dimitris Glotsos, Emmanouil Athanasiadis, 2011, Comput. Methods Programs Biomed..

Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features

George C. Kagadis, Pantelis Georgiadis, Ioannis Kalatzis, 2008, Comput. Methods Programs Biomed..

Slow and fast EEG sleep spindle component extraction using Independent Component Analysis

Ioannis Kalatzis, Errikos M. Ventouras, Periklis Y. Ktonas, 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model

Panagiota Spyridonos, Ioannis Kalatzis, Dimitris Glotsos, 2009, IEEE Transactions on Information Technology in Biomedicine.

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme

Dionisis Cavouras, Ioannis Kalatzis, Dimitris Glotsos, 2008, Comput. Methods Programs Biomed..

Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images

Panagiota Spyridonos, Ioannis Kalatzis, Dimitris Glotsos, 2008, Comput. Biol. Medicine.

A pattern recognition system for prostate mass spectra discrimination based on the CUDA parallel programming model

Ioannis Kalatzis, Spiros Kostopoulos, Dimitris Glotsos, 2014 .

Biomarker Selection, Employing an Iterative Peak Selection Method, and Prostate Spectra Characterization for Identifying Biomarkers Related to Prostate Cancer

Anastasios Bezerianos, Ioannis Kalatzis, George Nikiforidis, 2007, ICCSA.

Effective Quantification of Gene Expression Levels in Microarray Images Using a Spot-Adaptive Compound Clustering-Enhancement-Segmentation Scheme

George C. Kagadis, Pantelis Georgiadis, Ioannis Kalatzis, 2007, ICCSA.

Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer

Anastasios Bezerianos, Pantelis Georgiadis, Ioannis Kalatzis, 2007, CAIP.

GPU-enabled design of an adaptable pattern recognition system for discriminating squamous intraepithelial lesions of the cervix

Dionisis Cavouras, Ioannis Kalatzis, Spiros Kostopoulos, 2019, Biomedizinische Technik. Biomedical engineering.

A pilot study investigating the minimum requirements necessary for grading astrocytomas remotely.

Pantelis Georgiadis, Ioannis Kalatzis, Spiros Kostopoulos, 2009, Analytical and quantitative cytology and histology.

Laser induced autofluorescence for diagnosis of non-melanoma skin cancer

Ioannis Kalatzis, Alexander A. Serafetinides, E. Drakaki, 2015, Other Conferences.

Assessing Estrogen Receptors' Status by Texture Analysis of Breast Tissue Specimens and Pattern Recognition Methods

George C. Kagadis, Ioannis Kalatzis, Spiros Kostopoulos, 2007, CAIP.

Multimodality imaging and state-of-art GPU technology in discriminating benign from malignant breast lesions on real time decision support system

Dionisis Cavouras, Ioannis Kalatzis, Spiros Kostopoulos, 2014 .

Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research

Ioannis Kalatzis, Dimitris Glotsos, Spiros Kostopoulos, 2017, Journal of Digital Imaging.

Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases

Ioannis Kalatzis, Spiros Kostopoulos, Pantelis A. Asvestas, 2017, Int. J. Medical Informatics.

Independent Component Analysis for Source Localization of EEG Sleep Spindle Components

Ioannis Kalatzis, Errikos M. Ventouras, Periklis Y. Ktonas, 2010, Comput. Intell. Neurosci..

Computer-based image analysis system designed to differentiate between low-grade and high-grade laryngeal cancer cases.

Ioannis Kalatzis, Emmanouil Athanasiadis, Spiros Kostopoulos, 2013, Analytical and quantitative cytopathology and histopathology.

An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra

Anastasios Bezerianos, Ioannis Kalatzis, Dimitris Glotsos, 2010, Comput. Methods Programs Biomed..

A GPU-based computer-assisted microscopy system for assessing the importance of different families of histological characteristics in cancer diagnosis

Ioannis Kalatzis, Spiros Kostopoulos, Dimitris Glotsos, 2014, International Conference on Graphic and Image Processing.

Genes expression level quantification using a spot-based algorithmic pipeline

Pantelis Georgiadis, Ioannis Kalatzis, Spiros Kostopoulos, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Non-linear Least Squares Features Transformation for Improving the Performance of Probabilistic Neural Networks in Classifying Human Brain Tumors on MRI

George C. Kagadis, Pantelis Georgiadis, Ioannis Kalatzis, 2007, ICCSA.

A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images

Pantelis Georgiadis, Ioannis Kalatzis, Dimitris Glotsos, 2010, Comput. Methods Programs Biomed..

Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space

Lena Costaridou, Ioannis Kalatzis, George Panayiotakis, 2007, Comput. Biol. Medicine.

A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA

Panagiota Spyridonos, George C. Kagadis, Ioannis Kalatzis, 2007, Comput. Graph..

Improving gene quantification by adjustable spot-image restoration

George C. Kagadis, Ioannis Kalatzis, Dimitris Glotsos, 2007, Bioinform..

A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis

Lena Costaridou, Ioannis Kalatzis, George Panayiotakis, 2006, ISBMDA.

Infrared thermography quantitative image processing

Ioannis Kalatzis, Aikaterini Skouroliakou, N Kalyvas, 2017 .

Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model

Pantelis Georgiadis, Ioannis Kalatzis, Dimitris Glotsos, 2009, IEEE Transactions on Information Technology in Biomedicine.

An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform

Panagiota Spyridonos, Ioannis Kalatzis, Emmanouil Athanasiadis, 2007, CAIP.

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

Ioannis Kalatzis, Andreas D. Rabavilas, Dionisis A. Cavouras, 2005, Pattern Recognit. Lett..

Segmentation of Microarray Images Using Gradient Vector Flow Active Contours Boosted by Gaussian Mixture Models

Ioannis Kalatzis, Emmanouil Athanasiadis, Dimitris Glotsos, 2007 .

Development of a Cascade Processing Method for Microarray Spot Segmentation

George C. Kagadis, Ioannis Kalatzis, Spiros Kostopoulos, 2007, IbPRIA.

Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals

Ioannis Kalatzis, Andreas D. Rabavilas, Dionisis A. Cavouras, 2004, Comput. Methods Programs Biomed..

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

Ioannis Kalatzis, Spiros Kostopoulos, Dimitris Glotsos, 2021, Machine Vision and Applications.

Cascade pattern recognition structure for improving quantitative assessment of estrogen receptor status in breast tissue carcinomas.

Pantelis Georgiadis, Ioannis Kalatzis, Spiros Kostopoulos, 2008, Analytical and quantitative cytology and histology.

Microscopy image analysis of p63 immunohistochemically stained laryngeal cancer lesions for predicting patient 5-year survival

Ioannis Kalatzis, Spiros Kostopoulos, George Panayiotakis, 2015, European Archives of Oto-Rhino-Laryngology.

Fuzzy C-means-driven FHCE contextual segmentation method for mammographic microcalcification detection

Ioannis Kalatzis, Spiros Kostopoulos, Dionisis Cavouras, 2010 .

Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition.

Pantelis Georgiadis, Ioannis Kalatzis, Spiros Kostopoulos, 2011, Magnetic resonance imaging.

Dynamics of regional brain activity in epilepsy: a cross-disciplinary study on both intracranial and scalp-recorded epileptic seizures

John Stonham, Ioannis Kalatzis, George Minadakis, 2014, Journal of neural engineering.

On the response of Y3Al5O12: Ce (YAG: Ce) powder scintillating screens to medical imaging X-rays

G. S. Panayiotakis, Ioannis Kalatzis, Dionisis Cavouras, 2005 .

AN ANDROID-BASED PATTERN RECOGNITION APPLICATION FOR THE CHARACTERIZATION OF EPIDERMAL MELANOMA

Ioannis Kalatzis, Konstantinos Sidiropoulos, Dionisis Cavouras, 2012 .

Development and evaluation of a PDA-based teleradiology terminal in thyroid nodule diagnosis

Pantelis Georgiadis, Ioannis Kalatzis, Dimitris Glotsos, 2010, Journal of telemedicine and telecare.

Multifeature Quantification of Nuclear Properties from Images of H&E-Stained Biopsy Material for Investigating Changes in Nuclear Structure with Advancing CIN Grade

Ioannis Kalatzis, Spiros Kostopoulos, Dimitris Glotsos, 2018, Journal of healthcare engineering.

Pattern recognition system for the discrimination of multiple sclerosis from cerebral microangiopathy lesions based on texture analysis of magnetic resonance images.

Pantelis Georgiadis, Ioannis Kalatzis, Spiros Kostopoulos, 2009, Magnetic resonance imaging.

An Improved Iterative Watershed and Morphological Transformation Techniques for Segmentation of Microarray Images

Luis Rueda, Pantelis Georgiadis, Ioannis Kalatzis, 2010 .