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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: tsakanikas v. Diagnostics (Basel). 2022 Jun 14;12(6):1466. doi: 10.3390/diagnostics12061466. Diagnostics (Basel). 2022. PMID: 35741275 Free PMC article.
A hybrid plaque characterization method using intravascular ultrasound images.
Athanasiou LS, Karvelis PS, Sakellarios AI, Exarchos TP, Siogkas PK, Tsakanikas VD, Naka KK, Bourantas CV, Papafaklis MI, Koutsouri G, Michalis LK, Parodi O, Fotiadis DI. Athanasiou LS, et al. Among authors: tsakanikas vd. Technol Health Care. 2013;21(3):199-216. doi: 10.3233/THC-130717. Technol Health Care. 2013. PMID: 23792794
Serum Biomarkers in Carotid Artery Disease.
Kigka VI, Potsika V, Mantzaris M, Tsakanikas V, Koncar I, Fotiadis DI. Kigka VI, et al. Among authors: tsakanikas v. Diagnostics (Basel). 2021 Nov 18;11(11):2143. doi: 10.3390/diagnostics11112143. Diagnostics (Basel). 2021. PMID: 34829489 Free PMC article. Review.
Computational modeling of atherosclerotic plaque progression in carotid lesions with moderate degree of stenosis.
Mantzaris MD, Siogkas PK, Tsakanikas VD, Potsika VT, Pleouras DS, Sakellarios AI, Karagiannis G, Galyfos G, Sigala F, Liasis N, Jovanovic M, Koncar IB, Kallmayer M, Fotiadis DI. Mantzaris MD, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:4209-4212. doi: 10.1109/EMBC46164.2021.9630376. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34892152
Machine Learning Models for Cardiovascular Disease Events Prediction.
Tsarapatsani K, Sakellarios AI, Pezoulas VC, Tsakanikas VD, Kleber ME, Marz W, Michalis LK, Fotiadis DI. Tsarapatsani K, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1066-1069. doi: 10.1109/EMBC48229.2022.9871121. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085658
Detection of Asymptomatic Carotid Artery Stenosis through Machine Learning.
Kigka VI, Sakellarios AI, Tsakanikas VD, Potsika VT, Koncar I, Fotiadis DI. Kigka VI, et al. Among authors: tsakanikas vd. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1041-1044. doi: 10.1109/EMBC48229.2022.9870927. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085692
28 results