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D. Cavouras · SciRah

Researcher profile · Semantic Scholar

D. Cavouras

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D. Cavouras — researcher profile on SciRah

h-index: 33
Works: 255
Citations: 3,702

Most-cited papers

Introduction to Pattern Recognition: A Matlab Approach
S. Theodoridis, A. Pikrakis, K. Koutroumbas, D. Cavouras
2010384 citations
Semantic Scholar
Breast Cancer Characterization Based on Image Classification of Tissue Sections Visualized under Low Magnification
Constantinos Loukas, S. Kostopoulos, A. Tanoglidi, D. Glotsos +2 more
2013Comput. Math. Methods Medicine75 citations Open access
Semantic Scholar
Morphological and wavelet features towards sonographic thyroid nodules evaluation
S. Tsantis, N. Dimitropoulos, D. Cavouras, G. Nikiforidis
2009Comput. Medical Imaging Graph.63 citations
Semantic Scholar
Assessment of lactation stage and breed effect on sheep milk fatty acid profile and lipid quality indices
V. Sinanoglou, P. Koutsouli, C. Fotakis, G. Sotiropoulou +2 more
201562 citations Open access
Semantic Scholar
Factors affecting human colostrum fatty acid profile: A case study
V. Sinanoglou, D. Cavouras, T. Boutsikou, D. Briana +6 more
2017PLoS ONE57 citations Open access
Semantic Scholar
Pattern recognition system for the discrimination of multiple sclerosis from cerebral microangiopathy lesions based on texture analysis of magnetic resonance images.
P. Theocharakis, D. Glotsos, I. Kalatzis, S. Kostopoulos +7 more
2009Magnetic Resonance Imaging46 citations
Semantic Scholar
Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods.
P. Georgiadis, D. Cavouras, I. Kalatzis, D. Glotsos +6 more
2009Magnetic Resonance Imaging42 citations
Semantic Scholar
Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme
D. Glotsos, I. Kalatzis, P. Spyridonos, S. Kostopoulos +5 more
2008Comput. Methods Programs Biomed.37 citations
Semantic Scholar
Design and Interdisciplinary Simulations of a Hand-Held Device for Internal-Body Temperature Sensing Using Microwave Radiometry
N. Livanos, S. Hammal, C. Nikolopoulos, A. Baklezos +9 more
2018IEEE Sensors Journal34 citations
Semantic Scholar
Luminescence Emission Properties of $({\rm Lu},{\rm Y})_{2}{\rm SiO}_{5}$:Ce (LYSO:Ce) and $({\rm Lu},{\rm Y}){\rm AlO}_{3}$:Ce (LuYAP:Ce) Single Crystal Scintillators Under Medical Imaging Conditions
Ioannis G. Valais, C. Michail, S. David, A. Konstantinidis +3 more
2008IEEE Transactions on Nuclear Science33 citations
Semantic Scholar
Quality Assessment of Pork and Turkey Hams Using FT-IR Spectroscopy, Colorimetric, and Image Analysis
V. Sinanoglou, D. Cavouras, Dimitrios Xenogiannopoulos, Charalampos Proestos +1 more
2018Foods30 citations Open access
Semantic Scholar
Real time decision support system for diagnosis of rare cancers, trained in parallel, on a graphics processing unit
K. Sidiropoulos, Dimitris Glotsos, S. Kostopoulos, P. Ravazoula +3 more
2012Comput. Biol. Medicine27 citations
Semantic Scholar
Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition.
P. Georgiadis, S. Kostopoulos, D. Cavouras, D. Glotsos +5 more
2011Magnetic Resonance Imaging27 citations
Semantic Scholar
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model
E. Athanasiadis, D. Cavouras, P. Spyridonos, D. Glotsos +2 more
2009IEEE Transactions on Information Technology in Biomedicine24 citations
Semantic Scholar
Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases
S. Kostopoulos, P. Asvestas, I. Kalatzis, G. Sakellaropoulos +3 more
2017Int. J. Medical Informatics23 citations
Semantic Scholar
Multimodality GPU-based computer-assisted diagnosis of breast cancer using ultrasound and digital mammography images
K. Sidiropoulos, S. Kostopoulos, D. Glotsos, E. Athanasiadis +3 more
2013International Journal of Computer Assisted Radiology and Surgery23 citations
Semantic Scholar
A systematic study of the performance of the CsI:Tl single-crystal scintillator under X-ray excitation
I. Valais, D. Nikolopoulos, Nektarios Kalivas, Anastasios Gaitanis +8 more
200723 citations
Semantic Scholar
A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images
D. Glotsos, I. Kalatzis, P. Theocharakis, P. Georgiadis +5 more
2010Comput. Methods Programs Biomed.21 citations
Semantic Scholar
Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images
S. Tsantis, N. Dimitropoulos, M. Ioannidou, D. Cavouras +1 more
2007Comput. Medical Imaging Graph.21 citations
Semantic Scholar
Automated metabolite identification from biological fluid 1H NMR spectra
Arianna Filntisi, C. Fotakis, P. Asvestas, G. Matsopoulos +2 more
2017Metabolomics19 citations
Semantic Scholar
A wavelet-based Markov random field segmentation model in segmenting microarray experiments
E. Athanasiadis, D. Cavouras, S. Kostopoulos, D. Glotsos +2 more
2011Comput. Methods Programs Biomed.19 citations
Semantic Scholar
Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model
E. Athanasiadis, D. Cavouras, D. Glotsos, P. Georgiadis +2 more
2009IEEE Transactions on Information Technology in Biomedicine18 citations
Semantic Scholar
A theoretical study of CsI:Tl columnar scintillator image quality parameters by analytical modeling
N. Kalyvas, I. Valais, C. Michail, G. Fountos +2 more
201517 citations
Semantic Scholar
Computer assisted characterization of cervical intervertebral disc degeneration in MRI
S. Michopoulou, I. Boniatis, L. Costaridou, D. Cavouras +2 more
200917 citations Open access
Semantic Scholar
Computer-based automated estimation of breast vascularity and correlation with breast cancer in DCE-MRI images.
S. Kostopoulos, K. Vassiou, E. Lavdas, D. Cavouras +5 more
2017Magnetic Resonance Imaging14 citations
Semantic Scholar
Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research
S. Kostopoulos, P. Ravazoula, P. Asvestas, I. Kalatzis +3 more
2017Journal of digital imaging13 citations Open access
Semantic Scholar
Computer-based association of the texture of expressed estrogen receptor nuclei with histologic grade using immunohistochemically-stained breast carcinomas.
S. Kostopoulos, D. Glotsos, D. Cavouras, A. Daskalakis +5 more
2009Analytical and quantitative cytology and histology13 citations
Semantic Scholar
Microscopy image analysis of p63 immunohistochemically stained laryngeal cancer lesions for predicting patient 5-year survival
K. Ninos, S. Kostopoulos, I. Kalatzis, K. Sidiropoulos +5 more
2015European Archives of Oto-Rhino-Laryngology12 citations
Semantic Scholar
Analysis of the imaging performance in indirect digital mammography detectors by linear systems and signal detection models
P. Liaparinos, N. Kalyvas, I. Kandarakis, D. Cavouras
201311 citations
Semantic Scholar
A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework
A. Daskalakis, D. Glotsos, S. Kostopoulos, D. Cavouras +1 more
2009Comput. Methods Programs Biomed.11 citations
Semantic Scholar
Development and evaluation of a PDA-based teleradiology terminal in thyroid nodule diagnosis
K. Ninos, Kostopoulos Spiros, D. Glotsos, P. Georgiadis +4 more
2010Journal of Telemedicine and Telecare10 citations
Semantic Scholar
Multifeature Quantification of Nuclear Properties from Images of H&E-Stained Biopsy Material for Investigating Changes in Nuclear Structure with Advancing CIN Grade
Christos Konstandinou, D. Glotsos, S. Kostopoulos, I. Kalatzis +5 more
2018Journal of Healthcare Engineering9 citations Open access
Semantic Scholar
Radiotherapy-Related Gene Signature in Prostate Cancer
S. Fortis, M. Goulielmaki, Nicolas Aubert, Panagiota Batsaki +6 more
2022Cancers8 citations Open access
Semantic Scholar
Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images
D. Glotsos, S. Kostopoulos, P. Ravazoula, D. Cavouras
2018Comput. Methods Programs Biomed.8 citations
Semantic Scholar
Remote monitoring of electromagnetic signals and seismic events using smart mobile devices
P. Georgiadis, D. Cavouras, K. Sidiropoulos, K. Ninos +1 more
2009Computational Geosciences8 citations
Semantic Scholar
Cascade pattern recognition structure for improving quantitative assessment of estrogen receptor status in breast tissue carcinomas.
S. Kostopoulos, D. Cavouras, A. Daskalakis, G. Kagadis +4 more
2008Analytical and quantitative cytology and histology8 citations
Semantic Scholar
A 3-miRNA Signature Enables Risk Stratification in Glioblastoma Multiforme Patients with Different Clinical Outcomes
Vivi Bafiti, Sotiris Ouzounis, Constantina Chalikiopoulou, Eftychia Grigorakou +9 more
2022Current Oncology7 citations Open access
Semantic Scholar
Computer-based image analysis system designed to differentiate between low-grade and high-grade laryngeal cancer cases.
K. Ninos, S. Kostopoulos, K. Sidiropoulos, I. Kalatzis +6 more
2013Analytical and quantitative cytopathology and histopathology7 citations
Semantic Scholar
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
Angeliki D. Theodosi, Sotiris Ouzounis, S. Kostopoulos, D. Glotsos +6 more
2021Machine Vision and Applications6 citations
Semantic Scholar
Early breast cancer detection method based on a simulation study of single-channel passive microwave radiometry imaging
S. Kostopoulos, Andonis D Savva, P. Asvestas, C. Nikolopoulos +2 more
20156 citations Open access
Semantic Scholar
Texture analysis of articular cartilage traumatic changes in the knee calculated from morphological 3.0T MR imaging.
Konstantina Boutsikou, S. Kostopoulos, D. Glotsos, D. Cavouras +5 more
2013European Journal of Radiology6 citations
Semantic Scholar
Luminescence emission properties of (Lu, Y)(2)SiO5 : Ce (LYSO : Ce) and (Lu, Y)AlO3 : Ce (LuYAP : Ce) single crystal scintillators under medical imaging conditions
I. Valais, C. Michail, S. David, A. Konstantinidis +3 more
20086 citations
Semantic Scholar
A morphological descriptors-based pattern recognition system for the characterization of hip osteoarthritis severity from X-ray images
I. Boniatis, L. Costaridou, D. Cavouras, E. Panagiotopoulos +1 more
20076 citations
Semantic Scholar
Employing machine learning and microscopy images of AIB1‐stained biopsy material to assess the 5‐year survival of patients with colorectal cancer
Angeliki D. Theodosi, Sotiris Ouzounis, S. Kostopoulos, D. Glotsos +6 more
2021Microscopy research and technique (Print)5 citations
Semantic Scholar
An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra
Panagiotis Bougioukos, D. Glotsos, D. Cavouras, A. Daskalakis +4 more
2010Comput. Methods Programs Biomed.5 citations
Semantic Scholar
Assessment of Image Quality in SPECT Systems via the Implementation of a Novel Flood Source Technique
G. Fountos, A. Zanglis, Christos M. Michail, I. Kalatzis +7 more
20095 citations
Semantic Scholar
Investigation of Luminescence Properties of Lu$_{2}$SiO$_{5}$:Ce (LSO) Powder Scintillator in the X-Ray Radiography Energy Range
S. David, C. Michail, I. Valais, A. Toutountzis +4 more
2008IEEE Transactions on Nuclear Science5 citations
Semantic Scholar
Automated metabolite identification from biological fluid 1H NMR spectra
Arianna Filntisi, C. Fotakis, P. Asvestas, G. Matsopoulos +2 more
2017Metabolomics4 citations
Semantic Scholar
Design of a decision support system, trained on GPU, for assisting melanoma diagnosis in dermatoscopy images
D. Glotsos, S. Kostopoulos, Stella Lalissidou, K. Sidiropoulos +7 more
20154 citations Open access
Semantic Scholar
AN ANDROID-BASED PATTERN RECOGNITION APPLICATION FOR THE CHARACTERIZATION OF EPIDERMAL MELANOMA
E. Mikos, Ioannis Sioulas, K. Sidiropoulos, I. Kalatzis +1 more
20124 citations
Semantic Scholar

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