 | 2012 |
| 26 |  | Konstantinos Sidiropoulos,
Dimitris Glotsos,
Spiros Kostopoulos,
Panagiota Ravazoula,
Ioannis Kalatzis,
Dionisis Cavouras,
John Stonham:
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit.
Comp. in Bio. and Med. 42(4): 376-386 (2012) |
| 2011 |
| 25 |  | Emmanouil Athanasiadis,
Dionisis Cavouras,
Spiros Kostopoulos,
Dimitris Glotsos,
Ioannis Kalatzis,
George Nikiforidis:
A wavelet-based Markov random field segmentation model in segmenting microarray experiments.
Computer Methods and Programs in Biomedicine 104(3): 307-315 (2011) |
| 2010 |
| 24 |  | Errikos M. Ventouras,
Periklis Y. Ktonas,
Hara Tsekou,
Thomas Paparrigopoulos,
Ioannis Kalatzis,
Constantin R. Soldatos:
Independent Component Analysis for Source Localization of EEG Sleep Spindle Components.
Comp. Int. and Neurosc. 2010: (2010) |
| 23 |  | Dimitris Glotsos,
Ioannis Kalatzis,
Pantelis Theocharakis,
Pantelis Georgiadis,
Antonis Daskalakis,
Kostas Ninos,
Pavlos Zoumboulis,
Anna Filippidou,
Dionisis Cavouras:
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images.
Computer Methods and Programs in Biomedicine 97(1): 53-61 (2010) |
| 22 |  | Panagiotis Bougioukos,
Dimitris Glotsos,
Dionisis 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.
Computer Methods and Programs in Biomedicine 99(2): 147-153 (2010) |
| 2009 |
| 21 |  | Emmanouil Athanasiadis,
Dionisis Cavouras,
Panagiota Spyridonos,
Dimitris Glotsos,
Ioannis Kalatzis,
George Nikiforidis:
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model.
IEEE Transactions on Information Technology in Biomedicine 13(4): 419-425 (2009) |
| 20 |  | Emmanouil Athanasiadis,
Dionisis Cavouras,
Dimitris Glotsos,
Pantelis Georgiadis,
Ioannis Kalatzis,
George Nikiforidis:
Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model.
IEEE Transactions on Information Technology in Biomedicine 13(6): 1068-1074 (2009) |
| 2008 |
| 19 |  | Errikos M. Ventouras,
Periklis Y. Ktonas,
Hara Tsekou,
Thomas Paparrigopoulos,
Ioannis Kalatzis,
Constantin R. Soldatos:
Slow and fast EEG sleep spindle component extraction using Independent Component Analysis.
BIBE 2008: 1-6 |
| 18 |  | Antonis Daskalakis,
Spiros Kostopoulos,
Panagiota Spyridonos,
Dimitris Glotsos,
Panagiota Ravazoula,
Maria Kardari,
Ioannis Kalatzis,
Dionisis Cavouras,
George Nikiforidis:
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. 38(2): 196-203 (2008) |
| 17 |  | Pantelis Georgiadis,
Dionisis 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.
Computer Methods and Programs in Biomedicine 89(1): 24-32 (2008) |
| 16 |  | Dimitris Glotsos,
Ioannis Kalatzis,
Panagiota Spyridonos,
Spiros Kostopoulos,
Antonis Daskalakis,
Emmanouil Athanasiadis,
Panagiota Ravazoula,
George Nikiforidis,
Dionisis 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.
Computer Methods and Programs in Biomedicine 90(3): 251-261 (2008) |
| 2007 |
| 15 |  | Panagiotis Bougioukos,
Dionisis 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: 197-204 |
| 14 |  | Spiros Kostopoulos,
Dionisis 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: 221-228 |
| 13 |  | Emmanouil Athanasiadis,
Dionisis Cavouras,
Panagiota Spyridonos,
Ioannis Kalatzis,
George Nikiforidis:
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform.
CAIP 2007: 864-870 |
| 12 |  | Pantelis Georgiadis,
Dionisis 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: 239-247 |
| 11 |  | Antonis Daskalakis,
Dionisis 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: 555-565 |
| 10 |  | Panagiotis Bougioukos,
Dionisis 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: 566-574 |
| 9 |  | Antonis Daskalakis,
Dionisis 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: 410-417 |
| 8 |  | Antonis Daskalakis,
Dionisis Cavouras,
Panagiotis Bougioukos,
Spiros Kostopoulos,
Dimitris Glotsos,
Ioannis Kalatzis,
George C. Kagadis,
Christos Argyropoulos,
George Nikiforidis:
Improving gene quantification by adjustable spot-image restoration.
Bioinformatics 23(17): 2265-2272 (2007) |
| 7 |  | Ioannis Boniatis,
Dionisis Cavouras,
Lena Costaridou,
Ioannis Kalatzis,
Elias Panagiotopoulos,
George Panayiotakis:
Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space.
Comp. in Bio. and Med. 37(12): 1786-1795 (2007) |
| 6 |  | Spiros Kostopoulos,
Dimitris Glotsos,
George C. Kagadis,
Antonis Daskalakis,
Panagiota Spyridonos,
Ioannis Kalatzis,
M. Karamessini,
T. Petsas,
Dionisis Cavouras,
George Nikiforidis:
A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA.
Computers & Graphics 31(3): 493-500 (2007) |
| 2006 |
| 5 |  | Ioannis Boniatis,
Dionisis Cavouras,
Lena Costaridou,
Ioannis Kalatzis,
Elias Panagiotopoulos,
George Panayiotakis:
A Decision Support System for the Automatic Assessment of Hip Osteoarthritis Severity by Hip Joint Space Contour Spectral Analysis.
ISBMDA 2006: 451-462 |
| 4 |  | Ioannis Boniatis,
Lena Costaridou,
Dionisis Cavouras,
Ioannis Kalatzis,
Elias Panagiotopoulos,
George Panayiotakis:
Osteoarthritis severity of the hip by computer-aided grading of radiographic images.
Med. Biol. Engineering and Computing 44(9): 793-803 (2006) |
| 2005 |
| 3 |  | Ioannis Kalatzis,
Nikolaos Piliouras,
Eric Ventouras,
Charalabos C. Papageorgiou,
Ioannis A. Liappas,
Chrysoula C. Nikolaou,
Andreas D. Rabavilas,
Dionisis 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 Recognition Letters 26(11): 1691-1700 (2005) |
| 2004 |
| 2 |  | Ioannis Kalatzis,
Nikolaos Piliouras,
Eric Ventouras,
Charalabos C. Papageorgiou,
Andreas D. Rabavilas,
Dionisis 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.
Computer Methods and Programs in Biomedicine 75(1): 11-22 (2004) |
| 1 |  | Nikolaos Piliouras,
Ioannis Kalatzis,
Pantelis Theocharakis,
Nikos Dimitropoulos,
Dionisis Cavouras:
Development of the probabilistic neural network-cubic least squares mapping (PNN-LSM3) classifier to assess carotid plaque's risk.
Pattern Recognition Letters 25(2): 249-258 (2004) |