Machine learning model for predicting 1-year and 3-year all-cause mortality in ischemic heart failure patients.

Anping Cai Rui Chen Chengcheng Pang Hui Liu Yingling ZhouJiyan ChenLiwen Li

Published in: Postgraduate medicine (2022)

ML models predicted prognosis in ischemic HF with good discrimination and well calibration. These models may be used by clinicians as a decision-making tool to estimate the prognosis of ischemic HF patients.

Keyphrases

ejection fraction
machine learning
decision making
end stage renal disease
ischemia reperfusion injury
newly diagnosed
cerebral ischemia
prognostic factors
artificial intelligence
patient reported outcomes
deep learning
blood brain barrier