Impact of Instrumental Activities of Daily Living Limitations on Hospital Readmission: an Observational Study Using Machine Learning.

Nicholas K SchiltzMary A DolanskyDavid F WarnerKurt C StangeStefan GravensteinSiran M Koroukian

Published in: Journal of general internal medicine (2020)

IADL limitations are key predictors of 30-day readmission as demonstrated using several machine learning methods. Routine assessment of functional abilities in hospital settings could help identify those most at risk.

Keyphrases

machine learning
healthcare
acute care
clinical practice
artificial intelligence
deep learning