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Develop and validate a prognostic index with laboratory tests to predict mortality in middle-aged and older adults using machine learning models: a prospective cohort study.

Chi-Hsien HuangYao-Hwei FangShu ZhangI-Chien WuShu-Chun ChuangHsing-Yi ChangYi-Fen TsaiWei-Ting TsengRay-Chin WuYen-Tze LiuLi-Ming LienChung-Chou JuanChikako TangeRei OtsukaHidenori AraiChih-Cheng HsuChao Agnes Hsiung
Published in: The journals of gerontology. Series A, Biological sciences and medical sciences (2024)
The MARBE-PI is considered the most applicable measure for risk stratification in busy clinical settings. It holds potential to pinpoint elderly individuals at elevated mortality risk, thereby aiding clinical decision-making.
Keyphrases
  • decision making
  • cardiovascular events
  • risk factors
  • cardiovascular disease
  • middle aged
  • coronary artery disease
  • climate change