Open access
Aug 2026
Machine learning-based early identification of heart failure/congestion complicating acute coronary syndrome using body composition analysis: a retrospective cohort study
A leakage-free ML workflow using bedside BIA-derived body composition parameters showed moderate discrimination for early identification/risk classification of HF/congestion among patients with ACS.
Yan-Ting Sun, Zhao-Bin He, Yong-Zhe Yu
· Frontiers in Cardiovascular... · 0 citations