Using machine learning models to predict falls in hospitalised adults

journal contribution

posted on 2024-10-19, 18:05 authored by S Jahandideh, Ana HutchinsonAna Hutchinson, Tracey BucknallTracey Bucknall, Julie ConsidineJulie Considine, Andrea DriscollAndrea Driscoll, E Manias, Nikki PhillipsNikki Phillips, Bodil RasmussenBodil Rasmussen, N Vos, Alison HutchinsonAlison Hutchinson

Using machine learning models to predict falls in hospitalised adults

History

Journal

International Journal of Medical Informatics

Volume

187

Article number

105436

Pagination

1-7

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.ijmedinf.2024.105436

ISSN

1386-5056

eISSN

1872-8243

Language

eng

Author URL

https://www.ncbi.nlm.nih.gov/pubmed/38583216

Publication classification

C1 Refereed article in a scholarly journal

Publisher

Elsevier

Publication URL

http://dx.doi.org/10.1016/j.ijmedinf.2024.105436

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Categories

Keywords

Decision making Deep neural network Electronic health records Fall prediction Health service Machine learning Random forest 200307 Nursing School of Nursing and Midwifery Centre for Quality and Patient Safety Research

Licence

All Rights Reserved

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