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Ilias Gatos
Ilias Gatos
Post-Doc Researcher, Department of Medical Physics, School of Medicine, University of Patras
Verified email at upatras.gr
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Cited by
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Year
A machine-learning algorithm toward color analysis for chronic liver disease classification, employing ultrasound shear wave elastography
I Gatos, S Tsantis, S Spiliopoulos, D Karnabatidis, I Theotokas, ...
Ultrasound in medicine & biology 43 (9), 1797-1810, 2017
972017
Temporal stability assessment in shear wave elasticity images validated by deep learning neural network for chronic liver disease fibrosis stage assessment
I Gatos, S Tsantis, S Spiliopoulos, D Karnabatidis, I Theotokas, ...
Medical physics 46 (5), 2298-2309, 2019
562019
A new automated quantification algorithm for the detection and evaluation of focal liver lesions with contrast‐enhanced ultrasound
I Gatos, S Tsantis, S Spiliopoulos, A Skouroliakou, I Theotokas, ...
Medical physics 42 (7), 3948-3959, 2015
452015
Focal liver lesions segmentation and classification in nonenhanced T2‐weighted MRI
I Gatos, S Tsantis, M Karamesini, S Spiliopoulos, D Karnabatidis, ...
Medical physics 44 (7), 3695-3705, 2017
392017
Comparison of sound touch elastography, shear wave elastography and vibration-controlled transient elastography in chronic liver disease assessment using liver biopsy as the …
I Gatos, P Drazinos, S Yarmenitis, I Theotokas, PS Zoumpoulis
Ultrasound in Medicine & Biology 46 (4), 959-971, 2020
292020
A new computer aided diagnosis system for evaluation of chronic liver disease with ultrasound shear wave elastography imaging
I Gatos, S Tsantis, S Spiliopoulos, D Karnabatidis, I Theotokas, ...
Medical physics 43 (3), 1428-1436, 2016
282016
Deep learning networks on chronic liver disease assessment with fine-tuning of shear wave elastography image sequences
GC Kagadis, P Drazinos, I Gatos, S Tsantis, P Papadimitroulas, ...
Physics in Medicine & Biology 65 (21), 215027, 2020
212020
2D perfusion DSA with an open-source, semi-automated, color-coded software for the quantification of foot perfusion following infrapopliteal angioplasty: a feasibility study
GC Kagadis, S Tsantis, I Gatos, S Spiliopoulos, K Katsanos, ...
European Radiology Experimental 4, 1-12, 2020
102020
Liver stiffness measurements by 2-dimensional shear wave elastography compared to histological and ultrasound parameters in primary biliary cholangitis
EK Manesis, M Schina, I Vafiadis, I Gatos, J Theotokas, P Zoumpoulis, ...
Scandinavian Journal of Gastroenterology 56 (10), 1187-1193, 2021
82021
Comparison of Visual Transient Elastography, Vibration Controlled Transient Elastography, Shear Wave Elastography and Sound Touch Elastography in Chronic liver Disease …
I Gatos, S Yarmenitis, I Theotokas, J Koskinas, E Manesis, SP Zoumpoulis, ...
European Journal of Radiology 157, 110557, 2022
72022
Liver ultrasound attenuation: An ultrasound attenuation index for liver steatosis assessment
I Gatos, P Drazinos, S Yarmenitis, I Theotokas, J Koskinas, E Koullias, ...
Ultrasound Quarterly 38 (2), 124-132, 2022
62022
A deep‐learning‐based prediction model for the biodistribution of 90Y microspheres in liver radioembolization
D Plachouris, I Tzolas, I Gatos, P Papadimitroulas, T Spyridonidis, ...
Medical physics 48 (11), 7427-7438, 2021
62021
Development of a support vector machine-based image analysis system for focal liver lesions classification in magnetic resonance images
I Gatos, S Tsantis, M Karamesini, A Skouroliakou, G Kagadis
Journal of Physics: Conference Series 633 (1), 012116, 2015
62015
A deep learning approach on cirrhosis diagnosis utilizing ultrasound b-mode images of segmented liver left lobes using liver biopsy as the gold standard
P Drazinos, I Gatos, S Tsantis, P Zoumpoulis, I Theotokas, D Mihailidis, ...
MEDICAL PHYSICS 47 (6), E507-E507, 2020
22020
SU‐E‐U‐01: Automatic Quantitative Analysis of Chronic Liver Disease Employing Shear Wave Ultrasound Elastography
I Gatos, S Tsantis, A Skouroliakou, I Theotokas, P Zoumpoulis, G Kagadis
Medical Physics 42 (6Part5), 3240-3240, 2015
22015
Speed of sound index for liver steatosis estimation: a reliability study in normal subjects
I Gatos, P Drazinos, T Loupas, S Yarmenitis, J Koskinas, PS Zoumpoulis
Diagnostic and Interventional Radiology 28 (5), 418, 2022
12022
Blood based biomarkers as non-invasive screening tools for hepatic fibrosis in subjects with Type 2 Diabetes Mellitus
A Meritsi, D Latsou, I Tsorlalis, M Noutsou, E Manesis, I Gatos, ...
Metabolism-Clinical and Experimental 128, 2022
12022
A diagnostic approach of non-alcoholic fatty liver disease with a machine learning model using parameters derived from ultrasound B-mode examination
P Drazinos, I Gatos, I Theotokas, S Yarmenitis, E Koullias, IG Koskinas, ...
Journal of Hepatology 73, S431, 2020
12020
Algorithm development methodology for MRI, US image processing and analysis for hepatic diseases
I Gatos
Πανεπιστήμιο Πατρών. Σχολή Επιστημών Υγείας. Τμήμα Ιατρικής, 2016
12016
Optimal Elasticity cut-off value for discriminating Healthy to Pathological Fibrotic patients employing Fuzzy C-Means automatic segmentation in Liver Shear Wave Elastography images
I Gatos, S Tsantis, A Skouroliakou, I Theotokas, PS Zoumpoulis, ...
Journal of Physics: Conference Series 637 (1), 012008, 2015
12015
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