Machine learning approach to stratify complex heterogeneity of chronic heart failure: A report from the CHART-2 study.

Kenji NakanoKotaro NochiokaSatoshi YasudaDaito TamoriTakashi ShirotoYudai SatoEichi TakayaSatoshi MiyataEiryo KawakamiTetsuo IshikawaTakuya UedaHiroaki Shimokawa

Published in: ESC heart failure (2023)

These results suggest the potential applicability of the machine leaning approach, providing useful clinical prognostic information to stratify complex heterogeneity in patients with HF.

Keyphrases

machine learning
single cell
deep learning
ejection fraction
healthcare
health information
big data
social media
climate change