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Antonis I. Sakellarios

university of patras

24H-index
222Paper Count
1.7KCitation Count
Published Papers 32
Publication Date
Prognostic Model Development for Continuous Carotid Intima-Media Thickness: A Graph-Driven Self-Supervised Learning Approach
err2025-12-08
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PREAI
errStavroula C. Tassi; Konstantinos D. Polyzos; Sokratis S. Dimos; Demosthenes Polyzos; Dimitrios I. Fotiadis; Antonis I. Sakellarios
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Development of Machine Learning Models for Predicting Effectiveness and Adherence in Cardiac Rehabilitation
err2025-12-01
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PREAI
errTsarapatsani, Konstantina-Helen; Tsakanikas, Vasilis D.; Schmitz, Boris; Sakellarios, Antonis; Sestayo-Fernandez, Manuela; Pena-Gil, Carlos; Matsopoulos, George K.; Fotiadis, Dimitrios I.
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A meshless point collocation solver for elliptic boundary value problems
err2025-08-20
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PREAI
errG.C. Bourantas; A. Sakellarios; N. Malamos; V.C. Loukopoulos; V.N. Burganos; D.I. Fotiadis; V.M. Calo
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A computational workflow for modeling complex patient-specific coronary stenting cases (vol 259, 108527, 2025)
err2025-06-01
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PREAI
errAntonini, Luca; Poletti, Gianluca; Karanasiou, Georgia S.; Sakellarios, Antonis; Fotiadis, Dimitrios I.; Petrini, Lorenza; Pennati, Giancarlo; Berti, Francesca
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Immunometabolic Pathways: Investigating Mediators of Major Depressive Disorder and Atherosclerotic Cardiovascular Disease Comorbidity
err2025-05-08
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errOAAI
errAngela Koloi; Nabila P.R. Siregar; Rick Quax; Antonis I. Sakellarios; Femke Lamers; Arja Rydin; Kevin Dobretz; Costas Papaloukas; Dimitrios I. Fotiadis; Jos A. Bosch
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A computational workflow for modeling complex patient-specific coronary stenting cases
err2025-02-01
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PREAI
errAntonini, Luca; Poletti, Gianluca; Karanasiou, Georgia S.; Sakellarios, Antonis; Fotiadis, Dimitrios I.; Petrini, Lorenza; Pennati, Giancarlo; Berti, Francesca
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Predicting atrial fibrillation within 7 years follow-up using machine learning models
err2024-10-28
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PREAI
errTsarapatsani, K. H.; Biros, D.; Tsakanikas, V; Sakellarios, A.; Trampisch, H. J.; Rudolf, H.; Matsopoulos, G. K.; Fotiadis, D., I
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Predicting early-stage coronary artery disease using machine learning and routine clinical biomarkers improved by augmented virtual data
err2024-08-09
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errOAAI
errKoloi, Angela; Loukas, Vasileios S.; Hourican, Cillian; Sakellarios, Antonis, I; Quax, Rick; Mishra, Pashupati P.; Lehtimaeki, Terho; Raitakari, Olli T.; Papaloukas, Costas; Bosch, Jos A.; Maerz, Winfried; Fotiadis, Dimitrios, I
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Virtual Hemodynamic Assessment of Coronary Lesions: The Advent of Functional Angiography and Coronary Imaging
err2024-04-12
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errOAAI
errNikopoulos, Sotirios; Papafaklis, Michail I.; Tsompou, Panagiota; Sakellarios, Antonis; Siogkas, Panagiotis; Sioros, Spyros; Fotiadis, Dimitrios I.; Katsouras, Christos S.; Naka, Katerina K.; Nikas, Dimitrios; Michalis, Lampros
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AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery
err2023-12-27
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errOAAI
errNowakowska, Karina; Sakellarios, Antonis; Kazmierski, Jakub; Fotiadis, Dimitrios I.; Pezoulas, Vasileios C.
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OCT sequence registration before and after percutaneous coronary intervention (stent implantation)
err2023-01-01
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PREAI
errTsiknakis, Nikos; Spanakis, Constantinos; Tsoumpou, Panagiota; Karanasiou, Georgia; Karanasiou, Gianna; Sakellarios, Antonis; Rigas, George; Kyriakidis, Savvas; Papafaklis, Michail I.; Nikopoulos, Sotirios; Gijsen, Frank; Michalis, Lampros; Fotiadis, Dimitrios I.; Marias, Kostas
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Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data
err2022-06-14
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errOAAI
errKigka, Vassiliki I.; Georga, Eleni; Tsakanikas, Vassilis; Kyriakidis, Savvas; Tsompou, Panagiota; Siogkas, Panagiotis; Michalis, Lampros K.; Naka, Katerina K.; Neglia, Danilo; Rocchiccioli, Silvia; Pelosi, Gualtiero; Fotiadis, Dimitrios I.; Sakellarios, Antonis
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Detailed behaviour of endothelial wall shear stress across coronary lesions from non-invasive imaging with coronary computed tomography angiography
err2022-05-25
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errOAAI
errvan den Hoogen, Inge J.; Schultz, Jussi; Kuneman, Jurrien H.; de Graaf, Michiel A.; Kamperidis, Vasileios; Broersen, Alexander; Jukema, J. Wouter; Sakellarios, Antonis; Nikopoulos, Sotirios; Kyriakidis, Savvas; Naka, Katerina K.; Michalis, Lampros; Fotiadis, Dimitrios, I; Maaniitty, Teemu; Saraste, Antti; Bax, Jeroen J.; Knuuti, Juhani
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Error Propagation in the Simulation of Atherosclerotic Plaque Growth and the Prediction of Atherosclerotic Disease Progression
err2021-12-08
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errOAAI
errSakellarios, Antonis I.; Siogkas, Panagiotis; Kigka, Vassiliki; Tsompou, Panagiota; Pleouras, Dimitrios; Kyriakidis, Savvas; Karanasiou, Georgia; Pelosi, Gualtiero; Nikopoulos, Sotirios; Naka, Katerina K.; Rocchiccioli, Silvia; Michalis, Lampros K.; Fotiadis, Dimitrios I.
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IVUS Longitudinal and Axial Registration for Atherosclerosis Progression Evaluation
err2021-08-22
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errOAAI
errTsiknakis, Nikos; Spanakis, Constantinos; Tsompou, Panagiota; Karanasiou, Georgia; Karanasiou, Gianna; Sakellarios, Antonis; Rigas, George; Kyriakidis, Savvas; Papafaklis, Michael; Nikopoulos, Sotirios; Gijsen, Frank; Michalis, Lampros; Fotiadis, Dimitrios, I; Marias, Kostas
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Simulation of atherosclerotic plaque growth using computational biomechanics and patient-specific data
err2020-10-15
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errOAAI
errPleouras, Dimitrios S.; Sakellarios, Antonis I.; Tsompou, Panagiota; Kigka, Vassiliki; Kyriakidis, Savvas; Rocchiccioli, Silvia; Neglia, Danilo; Knuuti, Juhani; Pelosi, Gualtiero; Michalis, Lampros K.; Fotiadis, Dimitrios I.
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A cloud-based platform for the non-invasive management of coronary artery disease
err2020-04-10
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PREAI
errSakellarios, Antonis; Correia, Joao; Kyriakidis, Savvas; Georga, Elena; Tachos, Nikolaos; Siogkas, Panagiotis; Sans, Francisco; Stofella, Paolo; Massimiliano, Valiani; Clemente, Alberto; Rocchiccioli, Silvia; Pelosi, Gualtiero; Filipovic, Nenad; Fotiadis, Dimitrios, I
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A three-dimensional quantification of calcified and non-calcified plaques in coronary arteries based on computed tomography coronary angiography images: Comparison with expert's annotations and virtual histology intravascular ultrasound
err2019-10-01
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PREAI
errKigka, Vassiliki, I; Sakellarios, Antonis; Kyriakidis, Savvas; Rigas, George; Athanasiou, Lambros; Siogkas, Panagiotis; Tsompou, Panagiota; Loggitsi, Dimitra; Benz, Dominik C.; Buechel, Ronny; Lemos, Pedro A.; Pelosi, Gualtiero; Michalis, Lampros K.; Fotiadis, Dimitrios, I
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