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Predicting Falls in Long-term Care Facilities: Machine Learning Study

BACKGROUND: Short-term fall prediction models that use electronic health records (EHRs) may enable the implementation of dynamic care practices that specifically address changes in individualized fall risk within senior care facilities. OBJECTIVE: The aim of this study is to implement machine learni...

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Detalles Bibliográficos
Autores principales: Thapa, Rahul, Garikipati, Anurag, Shokouhi, Sepideh, Hurtado, Myrna, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Katzmann, Lynne, Mao, Qingqing, Das, Ritankar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9015781/
https://www.ncbi.nlm.nih.gov/pubmed/35363146
http://dx.doi.org/10.2196/35373