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Dionisis A. Cavouras
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- affiliation: Technological Educational Institute of Athens, Department of Biomedical Engineering, Greece
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Journal Articles
- 2023
- [j37]Spiros Kostopoulos
, Nada Boci, Dionisis A. Cavouras, Antonios Tsagkalis, Maria Papaioannou, Alexandra Tsikrika
, Dimitris Glotsos, Pantelis Asvestas
, Eleftherios Lavdas:
Radiomics Texture Analysis of Bone Marrow Alterations in MRI Knee Examinations. J. Imaging 9(11): 252 (2023) - [j36]Panteleimon Koudounas, Efthymios Koniaris, Ioannis Manolis, Panteleimon Asvestas
, Spiros Kostopoulos
, Dionisis A. Cavouras, Dimitris Glotsos
:
An Experimental Platform for Tomographic Reconstruction of Tissue Images in Brightfield Microscopy. Sensors 23(23): 9344 (2023) - 2021
- [j35]Angeliki D. Theodosi
, Sotiris Ouzounis
, Spiros Kostopoulos
, Dimitris Glotsos
, Ioannis Kalatzis, Vassiliki Tzelepi, Panagiota Ravazoula, Pantelis Asvestas, Dionisis A. Cavouras, George Sakellaropoulos:
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. 32(3): 58 (2021) - 2018
- [j34]Dimitris Glotsos
, Spiros Kostopoulos
, Panagiota Ravazoula, Dionisis A. Cavouras:
Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images. Comput. Methods Programs Biomed. 162: 177-186 (2018) - 2017
- [j33]Spiros Kostopoulos
, Pantelis A. Asvestas
, Ioannis Kalatzis, George Sakellaropoulos
, Theofilos H. Sakkis, Dionisis A. Cavouras, Dimitris T. Glotsos
:
Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases. Int. J. Medical Informatics 105: 1-10 (2017) - [j32]Spiros Kostopoulos
, Panagiota Ravazoula, Pantelis Asvestas
, Ioannis Kalatzis, George Xenogiannopoulos, Dionisis A. Cavouras, Dimitris Glotsos
:
Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research. J. Digit. Imaging 30(3): 287-295 (2017) - 2013
- [j31]Konstantinos Sidiropoulos
, Spiros Kostopoulos
, Dimitris Glotsos
, Emmanouil Athanasiadis
, Nikos Dimitropoulos, T. John Stonham, Dionisis A. Cavouras:
Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images. Int. J. Comput. Assist. Radiol. Surg. 8(4): 547-560 (2013) - [j30]Constantinos G. Loukas
, Spiros Kostopoulos
, Anna Tanoglidi, Dimitris Glotsos
, Konstantinos Sfikas, Dionisis A. Cavouras:
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification. Comput. Math. Methods Medicine 2013: 829461:1-829461:7 (2013) - [j29]Ekaterini Solomou, Spiros Kostopoulos
, Konstantinos Sidiropoulos
, Emmanouil Athanasiadis
, Eleftherios Lavdas, Dimitris Glotsos
, George Sakellaropoulos
, Petros Zampakis, T. John Stonham, Dionisis A. Cavouras:
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. 27(3): 348-359 (2013) - 2012
- [j28]Konstantinos Sidiropoulos
, Dimitris Glotsos
, Spiros Kostopoulos
, Panagiota Ravazoula, Ioannis Kalatzis, Dionisis A. Cavouras, T. John Stonham:
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit. Comput. Biol. Medicine 42(4): 376-386 (2012) - 2011
- [j27]Emmanouil Athanasiadis
, Dionisis A. Cavouras, Spiros Kostopoulos
, Dimitris Glotsos
, Ioannis Kalatzis, George Nikiforidis:
A wavelet-based Markov random field segmentation model in segmenting microarray experiments. Comput. Methods Programs Biomed. 104(3): 307-315 (2011) - 2010
- [j26]Dimitris Glotsos
, Ioannis Kalatzis, Pantelis Theocharakis, Pantelis Georgiadis, Antonis Daskalakis, Kostas Ninos, Pavlos Zoumboulis, Anna Filippidou, Dionisis A. Cavouras:
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images. Comput. Methods Programs Biomed. 97(1): 53-61 (2010) - [j25]Panagiotis Bougioukos, Dimitris Glotsos
, Dionisis A. 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. Comput. Methods Programs Biomed. 99(2): 147-153 (2010) - 2009
- [j24]Stavros Tsantis
, Nikos Dimitropoulos, Dionisis A. Cavouras, George Nikiforidis:
Morphological and wavelet features towards sonographic thyroid nodules evaluation. Comput. Medical Imaging Graph. 33(2): 91-99 (2009) - [j23]Antonis Daskalakis, Dimitris Glotsos
, Spiros Kostopoulos
, Dionisis A. Cavouras, George Nikiforidis:
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. 95(1): 72-88 (2009) - [j22]Pantelis Georgiadis, Dionisis A. Cavouras, Konstantinos Sidiropoulos
, Konstantinos Ninos, Constantine Nomicos:
Remote monitoring of electromagnetic signals and seismic events using smart mobile devices. Comput. Geosci. 35(6): 1296-1303 (2009) - [j21]Emmanouil Athanasiadis
, Dionisis A. Cavouras, Panagiota Spyridonos, Dimitris Glotsos
, Ioannis Kalatzis, George Nikiforidis:
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model. IEEE Trans. Inf. Technol. Biomed. 13(4): 419-425 (2009) - [j20]Emmanouil Athanasiadis
, Dionisis A. Cavouras, Dimitris Glotsos
, Pantelis Georgiadis, Ioannis Kalatzis, George Nikiforidis:
Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model. IEEE Trans. Inf. Technol. Biomed. 13(6): 1068-1074 (2009) - 2008
- [j19]Antonis Daskalakis, Spiros Kostopoulos
, Panagiota Spyridonos, Dimitris Glotsos
, Panagiota Ravazoula, Maria Kardari, Ioannis Kalatzis, Dionisis A. Cavouras, George Nikiforidis:
Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images. Comput. Biol. Medicine 38(2): 196-203 (2008) - [j18]Pantelis Georgiadis, Dionisis A. 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. Comput. Methods Programs Biomed. 89(1): 24-32 (2008) - [j17]Dimitris Glotsos
, Ioannis Kalatzis, Panagiota Spyridonos, Spiros Kostopoulos
, Antonis Daskalakis, Emmanouil Athanasiadis
, Panagiota Ravazoula, George Nikiforidis, Dionisis A. 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. Comput. Methods Programs Biomed. 90(3): 251-261 (2008) - [j16]George C. Kagadis
, Panagiota Spyridonos, Dimitris Karnabatidis
, Athanassios Diamantopoulos
, Emmanouil Athanasiadis
, Antonis Daskalakis, Konstantinos Katsanos, Dionisis A. Cavouras, Dimitris Mihailidis, Dimitris Siablis, George Nikiforidis:
Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging. J. Digit. Imaging 21(4): 433-445 (2008) - 2007
- [j15]Harris V. Georgiou
, Michael E. Mavroforakis, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis:
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes. Artif. Intell. Medicine 41(1): 39-55 (2007) - [j14]Antonis Daskalakis, Dionisis A. Cavouras, Panagiotis Bougioukos, Spiros Kostopoulos
, Dimitris Glotsos
, Ioannis Kalatzis, George C. Kagadis
, Christos Argyropoulos, George Nikiforidis:
Improving gene quantification by adjustable spot-image restoration. Bioinform. 23(17): 2265-2272 (2007) - [j13]Ioannis Boniatis, Dionisis A. Cavouras, Lena Costaridou, Ioannis Kalatzis, Elias E. Panagiotopoulos, George Panayiotakis:
Computer-aided grading and quantification of hip osteoarthritis severity employing shape descriptors of radiographic hip joint space. Comput. Biol. Medicine 37(12): 1786-1795 (2007) - [j12]Spiros Kostopoulos
, Dimitris Glotsos
, George C. Kagadis
, Antonis Daskalakis, Panagiota Spyridonos, Ioannis Kalatzis, M. Karamessini, T. Petsas, Dionisis A. Cavouras, George Nikiforidis:
A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA. Comput. Graph. 31(3): 493-500 (2007) - [j11]Stavros Tsantis
, Nikos Dimitropoulos, M. Ioannidou, Dionisis A. Cavouras, George Nikiforidis:
Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images. Comput. Medical Imaging Graph. 31(3): 117-127 (2007) - 2006
- [j10]Michael E. Mavroforakis, Harris V. Georgiou
, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis:
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers. Artif. Intell. Medicine 37(2): 145-162 (2006) - [j9]Stavros Tsantis
, Nikos Dimitropoulos, Dionisis A. Cavouras, George Nikiforidis:
A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images. Comput. Methods Programs Biomed. 84(2-3): 86-98 (2006) - [j8]Panagiota Spyridonos, Panagiotis Petalas, Dimitris Glotsos
, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis:
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification. J. Comput. Methods Sci. Eng. 6(5-6): 283-292 (2006) - [j7]Ioannis Boniatis, Lena Costaridou, Dionisis A. Cavouras, Ioannis Kalatzis, Elias E. Panagiotopoulos, George Panayiotakis:
Osteoarthritis severity of the hip by computer-aided grading of radiographic images. Medical Biol. Eng. Comput. 44(9): 793-803 (2006) - 2005
- [j6]Dimitris Glotsos
, Jussi Tohka
, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis:
Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines. Int. J. Neural Syst. 15(1-2): 1-11 (2005) - [j5]Ioannis Kalatzis, Nikolaos Piliouras, Eric Ventouras, Charalabos C. Papageorgiou
, Ioannis A. Liappas, Chrysoula C. Nikolaou, Andreas D. Rabavilas, Dionisis A. 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 Recognit. Lett. 26(11): 1691-1700 (2005) - 2004
- [j4]Ioannis Kalatzis, Nikolaos Piliouras, Eric Ventouras, Charalabos C. Papageorgiou, Andreas D. Rabavilas, Dionisis A. 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. Comput. Methods Programs Biomed. 75(1): 11-22 (2004) - [j3]Nikolaos Piliouras, Ioannis Kalatzis, Pantelis Theocharakis, Nikos Dimitropoulos, Dionisis A. Cavouras:
Development of the probabilistic neural network-cubic least squares mapping (PNN-LSM3) classifier to assess carotid plaque's risk. Pattern Recognit. Lett. 25(2): 249-258 (2004) - 1999
- [j2]Eleftherios Kofidis
, Nicholas Kolokotronis
, Aliki Vassilarakou, Sergios Theodoridis, Dionisis A. Cavouras:
Wavelet-based medical image compression. Future Gener. Comput. Syst. 15(2): 223-243 (1999) - 1981
- [j1]Dionisis A. Cavouras, Len Norton-Wayne:
Tomographic mapping of the activity of the heart wall. Pattern Recognit. 14(1-6): 17-32 (1981)
Conference and Workshop Papers
- 2011
- [c18]Konstantinos Sidiropoulos
, Pantelis Georgiadis, Nikolaos Pagonis, Nikolaos Dimitropoulos, Pantelis Asvestas, George K. Matsopoulos, Dionisis A. Cavouras:
Infusing Image Processing Capabilities into an RFID-Based Personal Mobile Medical Assistant. MobiHealth 2011: 143-149 - 2007
- [c17]Panagiotis Bougioukos, Dionisis A. 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 - [c16]Spiros Kostopoulos
, Dionisis A. 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 - [c15]Emmanouil Athanasiadis
, Dionisis A. Cavouras, Panagiota Spyridonos, Ioannis Kalatzis, George Nikiforidis:
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform. CAIP 2007: 864-870 - [c14]Antonis Daskalakis, Dionisis A. 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 - [c13]Pantelis Georgiadis, Dionisis A. 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 - [c12]Antonis Daskalakis, Dionisis A. 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 - [c11]Panagiotis Bougioukos, Dionisis A. 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 - [c10]Panagiotis Bougioukos, Dionisis A. Cavouras, Antonis Daskalakis, Spiros Kostopoulos
, George Nikiforidis, Anastasios Bezerianos
:
Prostate Cancer Biomarker Selection through a Novel Combination of Sequential Global Thresholding, Particle Swarm Optimization, and PNN Classification of MS-Spectra. ICTAI (1) 2007: 85-90 - 2006
- [c9]Konstantinos A. Banitsas, Pantelis Georgiadis, Sapal Tachakra, Dionisis A. Cavouras:
Mobile consultant: combining total mobility with constant access. EMBC 2006: 5248-5251 - [c8]Ioannis Boniatis, Dionisis A. Cavouras, Lena Costaridou, Ioannis Kalatzis, Elias E. 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 - 2004
- [c7]Dimitris Glotsos
, Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis:
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. ICONIP 2004: 1058-1063 - 2003
- [c6]Dimitris K. Tasoulis, Panagiota Spyridonos, Nicos G. Pavlidis, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis, Michael N. Vrahatis:
Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks. KES 2003: 199-206 - 2002
- [c5]Michael E. Mavroforakis, Harris V. Georgiou
, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis:
Mammographic mass classification using textural features and descriptive diagnostic data. DSP 2002: 461-464 - [c4]Harris V. Georgiou
, Michael E. Mavroforakis, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis:
Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features. DSP 2002: 465-468 - [c3]Panagiota Spyridonos, Dimitris Glotsos
, Dionisis A. Cavouras, Panagiota Ravazoula, Valery V. Zolotaryov, George Nikiforidis:
Pattern recognition based segmentation method of cell nuclei in tissue section analysis. DSP 2002: 1121-1124 - [c2]Panagiota Spyridonos, Dimitris Glotsos
, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis:
A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence. DSP 2002: 1161-1164 - 2001
- [c1]Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis:
An automatic classification system of urine bladder tumors employing morphological and textural nuclear features. ICIP (2) 2001: 853-856
Coauthor Index
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