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Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data.
Kigka VI, Georga E, Tsakanikas V, Kyriakidis S, Tsompou P, Siogkas P, Michalis LK, Naka KK, Neglia D, Rocchiccioli S, Pelosi G, Fotiadis DI, Sakellarios A. Kigka VI, et al. Among authors: tsompou p. Diagnostics (Basel). 2022 Jun 14;12(6):1466. doi: 10.3390/diagnostics12061466. Diagnostics (Basel). 2022. PMID: 35741275 Free PMC article.
IVUS Longitudinal and Axial Registration for Atherosclerosis Progression Evaluation.
Tsiknakis N, Spanakis C, Tsompou P, Karanasiou G, Karanasiou G, Sakellarios A, Rigas G, Kyriakidis S, Papafaklis M, Nikopoulos S, Gijsen F, Michalis L, Fotiadis DI, Marias K. Tsiknakis N, et al. Among authors: tsompou p. Diagnostics (Basel). 2021 Aug 22;11(8):1513. doi: 10.3390/diagnostics11081513. Diagnostics (Basel). 2021. PMID: 34441447 Free PMC article.
Error Propagation in the Simulation of Atherosclerotic Plaque Growth and the Prediction of Atherosclerotic Disease Progression.
Sakellarios AI, Siogkas P, Kigka V, Tsompou P, Pleouras D, Kyriakidis S, Karanasiou G, Pelosi G, Nikopoulos S, Naka KK, Rocchiccioli S, Michalis LK, Fotiadis DI. Sakellarios AI, et al. Among authors: tsompou p. Diagnostics (Basel). 2021 Dec 8;11(12):2306. doi: 10.3390/diagnostics11122306. Diagnostics (Basel). 2021. PMID: 34943545 Free PMC article.
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
Kigka VI, Georga EI, Sakellarios AI, Tachos NS, Andrikos I, Tsompou P, Rocchiccioli S, Pelosi G, Parodi O, Michalis LK, Fotiadis DI. Kigka VI, et al. Among authors: tsompou p. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:6108-6111. doi: 10.1109/EMBC.2018.8513620. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441728
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.
Kigka VI, Sakellarios A, Kyriakidis S, Rigas G, Athanasiou L, Siogkas P, Tsompou P, Loggitsi D, Benz DC, Buechel R, Lemos PA, Pelosi G, Michalis LK, Fotiadis DI. Kigka VI, et al. Among authors: tsompou p. Comput Biol Med. 2019 Oct;113:103409. doi: 10.1016/j.compbiomed.2019.103409. Epub 2019 Aug 27. Comput Biol Med. 2019. PMID: 31480007
A Novel Approach to Generate a Virtual Population of Human Coronary Arteries for In Silico Clinical Trials of Stent Design.
Pleouras D, Sakellarios A, Rigas G, Karanasiou GS, Tsompou P, Karanasiou G, Kigka V, Kyriakidis S, Pezoulas V, Gois G, Tachos N, Ramos A, Pelosi G, Rocchiccioli S, Michalis L, Fotiadis DI. Pleouras D, et al. Among authors: tsompou p. IEEE Open J Eng Med Biol. 2021 May 20;2:201-209. doi: 10.1109/OJEMB.2021.3082328. eCollection 2021. IEEE Open J Eng Med Biol. 2021. PMID: 35402969 Free PMC article.
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