Ensemble Machine Learning Models for Predicting Death in Post-Acute Skilled Nursing Facilities.
Ensemble Machine Learning Models for Predicting Death in Post-Acute Skilled Nursing Facilities.
A. Chandra,Paul Y. Takahashi,3 Authors,H. Salehinejad
2026 · DOI: 10.1016/j.jamda.2026.106207
Journal of the American Medical Directors Association · 0 Citations
TLDR
Robust ML models to predict death within 30 or 180 d after discharge to an SNF for post-acute care are developed and availability of such tools may facilitate risk-stratified, patient-centered care and prepare clinicians for discussions of care goals.