Dionisis A. Cavouras

According to our database1, Dionisis A. Cavouras authored at least 47 papers between 1981 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images.
Computer Methods and Programs in Biomedicine, 2018

2017
Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research.
J. Digital Imaging, 2017

Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases.
I. 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.
IJHPCA, 2013

Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification.
Comp. Math. Methods in Medicine, 2013

Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images.
Int. J. Computer Assisted Radiology and Surgery, 2013

2012
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit.
Comp. in Bio. and Med., 2012

2011
A wavelet-based Markov random field segmentation model in segmenting microarray experiments.
Computer Methods and Programs in Biomedicine, 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.
Computer Methods and Programs in Biomedicine, 2010

An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra.
Computer Methods and Programs in Biomedicine, 2010

2009
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model.
IEEE Trans. Information Technology in Biomedicine, 2009

Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model.
IEEE Trans. Information Technology in Biomedicine, 2009

Remote monitoring of electromagnetic signals and seismic events using smart mobile devices.
Computers & Geosciences, 2009

A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework.
Computer Methods and Programs in Biomedicine, 2009

Morphological and wavelet features towards sonographic thyroid nodules evaluation.
Comp. Med. Imag. and Graph., 2009

2008
Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging.
J. Digital 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.
Computer Methods and Programs in Biomedicine, 2008

Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features.
Computer Methods and Programs in Biomedicine, 2008

Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images.
Comp. in Bio. and Med., 2008

2007
Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images.
Comp. Med. Imag. and Graph., 2007

A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA.
Computers & Graphics, 2007

Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space.
Comp. in Bio. and Med., 2007

Improving gene quantification by adjustable spot-image restoration.
Bioinformatics, 2007

Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes.
Artificial Intelligence in 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

Development of a Cascade Processing Method for Microarray Spot Segmentation.
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
Osteoarthritis severity of the hip by computer-aided grading of radiographic images.
Med. Biol. Engineering and Computing, 2006

Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification.
J. Comput. Meth. in Science and Engineering, 2006

A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images.
Computer Methods and Programs in Biomedicine, 2006

Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers.
Artificial Intelligence in 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

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 Recognition Letters, 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 Recognition Letters, 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.
Computer Methods and Programs in Biomedicine, 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
Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

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
Wavelet-based medical image compression.
Future Generation Comp. Syst., 1999

1981
Tomographic mapping of the activity of the heart wall.
Pattern Recognition, 1981


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