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Predicting early-stage coronary artery disease using machine learning and routine clinical biomarkers improved by augmented virtual data.
Koloi A, Loukas VS, Hourican C, Sakellarios AI, Quax R, Mishra PP, Lehtimäki T, Raitakari OT, Papaloukas C, Bosch JA, März W, Fotiadis DI. Koloi A, et al. Among authors: sakellarios ai. Eur Heart J Digit Health. 2024 Aug 9;5(5):542-550. doi: 10.1093/ehjdh/ztae049. eCollection 2024 Sep. Eur Heart J Digit Health. 2024. PMID: 39318697 Free PMC article.
Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus.
Karanasiou GS, Loukas VS, Siogkas P, Sakellarios AI, Tachos NS, Katsouras C, Moulas A, Ioakimidis K, Chatzimichailidis A, Semertzioglou A, Vratimos A, Spyridonidis I, Michalis LK, Fotiadis DI. Karanasiou GS, et al. Among authors: sakellarios ai. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340583. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083146
Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up.
Tsarapatsani K, Sakellarios AI, Tsakanikas VD, Trampisch HJ, Rudolf H, Tachos N, Kleber ME, Marz W, Fotiadis DI. Tsarapatsani K, et al. Among authors: sakellarios ai. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340447. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083139
Segmentation of left atrium using CT images and a deep learning model.
Grigoriadis GI, Zaridis D, Pezoulas VC, Nikopoulos S, Sakellarios AI, Tachos NS, Naka KK, Michalis LK, Fotiadis DI. Grigoriadis GI, et al. Among authors: sakellarios ai. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3839-3842. doi: 10.1109/EMBC48229.2022.9871623. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086640
A proof-of-concept study for the simulation of blood flow in a post arterial segment for different blood rheology models.
Karanasiou GE, Loukas VS, Tsompou PI, Karanasiou GS, Kyriakidis S, Antonini L, Poletti G, Pennati G, Papafaklis M, Gergidis LN, Fotiadis DI, Sakellarios AI. Karanasiou GE, et al. Among authors: sakellarios ai. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3985-3988. doi: 10.1109/EMBC48229.2022.9871397. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086124
Investigation of crimping effects on the stent deployment through in silico modeling.
Loukas VS, Karanasiou GS, Pleouras D, Katsouras CC, Tachos NS, Sakellarios AI, Semertzioglou A, Michalis LK, Fotiadis DI. Loukas VS, et al. Among authors: sakellarios ai. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:621-624. doi: 10.1109/EMBC48229.2022.9871622. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085907
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: sakellarios ai. 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
63 results