Predicting Future Mobility Limitation in Older Adults: A Machine Learning Analysis of Health ABC Study Data.
Jaime Lynn SpeiserKathryn E CallahanEdward Haksing IpMichael E MillerJanet A ToozeStephen B KritchevskyDenise K HoustonPublished in: The journals of gerontology. Series A, Biological sciences and medical sciences (2021)
Machine learning models using repeated measures had good performance for identifying older adults at-risk of developing mobility limitation. Future studies should evaluate the utility and efficiency of the prediction models as a tool in clinical settings for identifying at-risk older adults who may benefit from interventions aimed to prevent or delay mobility limitation.