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Panagiota Tsompou
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 11
Top Topics
Tree Ensembles
Intravascular Ultrasound
Decision Support
Computational Modeling
Top Venues
EMBC
Comput. Biol. Medicine
BIBE
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Publications
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Dimitrios Pleouras
,
Michalis D. Mantzaris
,
Panagiotis K. Siogkas
,
Vasilis D. Tsakanikas
,
Vassiliki T. Potsika
,
Antonis I. Sakellarios
,
Panagiota Tsompou
,
Fragiska Sigala
,
Dimitrios I. Fotiadis
Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells.
EMBC
(2022)
Antonis I. Sakellarios
,
Panagiota Tsompou
,
Vassiliki Kigka
,
Gianna E. Karanasiou
,
Konstantina Tsarapatsani
,
Savvas K. Kyriakidis
,
Georgia S. Karanasiou
,
Panagiotis K. Siogkas
,
Sotiris Nikopoulos
,
Silvia Rocchiccioli
,
Gualtiero Pelosi
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
.
EMBC
(2021)
Vassiliki I. Kigka
,
Antonis I. Sakellarios
,
Eleni I. Georga
,
Panagiotis K. Siogkas
,
Panagiota Tsompou
,
Savvas K. Kyriakidis
,
Silvia Rocchiccioli
,
Gualtiero Pelosi
,
Katerina K. Naka
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles.
EMBC
(2020)
Vassiliki I. Kigka
,
Antonis I. Sakellarios
,
Panagiota Tsompou
,
Savvas K. Kyriakidis
,
Panagiotis K. Siogkas
,
Ioannis O. Andrikos
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
Site specific prediction of atherosclerotic plaque progression using computational biomechanics and machine learning.
EMBC
(2019)
Dimitrios Pleouras
,
Antonis I. Sakellarios
,
Savvas K. Kyriakidis
,
Vassiliki Kigka
,
Panagiotis K. Siogkas
,
Panagiota Tsompou
,
Nikolaos S. Tachos
,
Elena Georga
,
Ioannis O. Andrikos
,
Silvia Rocchiccioli
,
Gualtiero Pelosi
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
A computational multi-level atherosclerotic plaque growth model for coronary arteries.
EMBC
(2019)
Vassiliki I. Kigka
,
Antonis I. Sakellarios
,
Savvas K. Kyriakidis
,
George Rigas
,
Lambros S. Athanasiou
,
Panagiotis K. Siogkas
,
Panagiota Tsompou
,
Dimitra Loggitsi
,
Dominik C. Benz
,
Ronny Buechel
,
Pedro A. Lemos
,
Gualtiero Pelosi
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
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.
Comput. Biol. Medicine
113 (2019)
Antonis I. Sakellarios
,
Panagiota Tsompou
,
Panagiotis K. Siogkas
,
Vassiliki Kigka
,
Ioannis O. Andrikos
,
Nikolaos S. Tachos
,
Elena Georga
,
Savvas K. Kyriakidis
,
Silvia Rocchiccioli
,
Gualtiero Pelosi
,
Dimitrios I. Fotiadis
Predictive Models of Coronary Artery Disease Based on Computational Modeling: The SMARTool System.
EMBC
(2019)
Dimitrios Pleouras
,
Antonis I. Sakellarios
,
Georgia S. Karanasiou
,
Savvas K. Kyriakidis
,
Panagiota Tsompou
,
Vassiliki Kigka
,
Dimitrios I. Fotiadis
Atherosclerotic Plaque Growth Prediction in Coronary Arteries using a Computational Multi-level Model: The Effect of Diabetes.
BIBE
(2019)
Antonis I. Sakellarios
,
Panagiotis K. Siogkas
,
Eleni I. Georga
,
Nikolaos S. Tachos
,
Vassiliki Kigka
,
Panagiota Tsompou
,
Ioannis O. Andrikos
,
Georgia S. Karanasiou
,
Silvia Rocchiccioli
,
Joao Correia
,
Gualtiero Pelosi
,
Paolo Stofella
,
Nenad Filipovic
,
Oberdan Parodi
,
Dimitrios I. Fotiadis
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution.
EMBC
(2018)
Vassiliki I. Kigka
,
Eleni I. Georga
,
Antonis I. Sakellarios
,
Nikolaos S. Tachos
,
Ioannis O. Andrikos
,
Panagiota Tsompou
,
Silvia Rocchiccioli
,
Gualtiero Pelosi
,
Oberdan Parodi
,
Lampros K. Michalis
,
Dimitrios I. Fotiadis
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
EMBC
(2018)
Antonis I. Sakellarios
,
George Rigas
,
Vassiliki Kigka
,
Panagiotis K. Siogkas
,
Panagiota Tsompou
,
Georgia S. Karanasiou
,
Themis P. Exarchos
,
Ioannis O. Andrikos
,
Nikolaos S. Tachos
,
Gualtiero Pelosi
,
Oberdan Parodi
,
Dimitrios I. Fotiadis
SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process.
EMBC
(2017)