Cargando…
Investigating performance of deep learning and machine learning risk stratification of Asian in-hospital patients after ST-elevation myocardial infarction
BACKGROUND: Machine learning (ML) algorithm support vector machine (SVM) performed better than Thrombolysis in Myocardial Infarction (TIMI) score for ASIAN STEMI patients. However, Deep Learning (DL) effectiveness in the multiethnic ASIAN population has yet to be determined. DL has automatic learnin...
Autores principales: | Kasim, S, Malek, S, Ibrahim, K S, Amir, P N F, Aziz, M F |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707871/ http://dx.doi.org/10.1093/ehjdh/ztab104.3068 |
Ejemplares similares
-
Short- and long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
por: Aziz, Firdaus, et al.
Publicado: (2021) -
Risk stratification of ST-segment elevation myocardial infarction (STEMI) patients using machine learning based on lipid profiles
por: Xue, Yuzhou, et al.
Publicado: (2021) -
30 days mortality prediction and risk factor analysis of Asian patients with ACS using interpretable machine learning algorithm
por: Kasim, S, et al.
Publicado: (2022) -
Early Risk stratification for Arrhythmic death in Patients with ST-Elevation Myocardial Infarction
por: Haghjoo, Majid, et al.
Publicado: (2007) -
Diagnostic Accuracy of the Deep Learning Model for the Detection of ST Elevation Myocardial Infarction on Electrocardiogram
por: Choi, Hyun Young, et al.
Publicado: (2022)