Comprehensive prediction of outcomes in patients with ST elevation myocardial infarction (STEMI) using tree-based machine learning algorithms

Autor: Razavi, Seyed Reza, Zaremba, Alexander C., Szun, Tyler, Cheung, Seth, Shah, Ashish H., Moussavi, Zahra

Publikováno v: In Computers in Biology and Medicine January 2025 184

Comprehensive prediction of outcomes in patients with ST elevation myocardial infarction (STEMI) using tree-based machine learning algorithms.

Autor: Razavi SR; Biomedical Engineering Program, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada. Electronic address: Razavisr@myumanitoba.ca., Zaremba AC; Department of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, R3E 3P5, Canada. Electronic address: Zarembaa@myumanitoba.ca., Szun T; Department of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, R3E 3P5, Canada. Electronic address: Szunt@myumanitoba.ca., Cheung S; Department of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, R3E 3P5, Canada. Electronic address: Cheungs1@myumanitoba.ca., Shah AH; Department of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, R3E 3P5, Canada; St Boniface Hospital, University of Manitoba, Winnipeg, MB, R2H 2A6, Canada. Electronic address: Ashish.Shah@umanitoba.ca., Moussavi Z; Biomedical Engineering Program, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada; Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, R3T 5V6, Canada. Electronic address: Zahra.Moussavi@umanitoba.ca.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Nov 21; Vol. 184, pp. 109439. Date of Electronic Publication: 2024 Nov 21.