Using machine learning models to predict falls in hospitalised adults

• DOI: 10.1016/j.ijmedinf.2024.105436
• Publication Date: 2024-03-24T00:19:48Z
• Authors: S. Jahandideh; A.F. Hutchinson; T.K. Bucknall; J. Considine; A. Driscoll; E. Manias; N.M. Phillips; B. Rasmussen; N. Vos; A.M. Hutchinson
• Keywords: Population Health; Acute care; Predictive modelling

Identifying patients at high risk of falling is crucial in implementing effective fall prevention programs. While the integration information systems becoming more widespread healthcare industry, it poses a significant challenge analysing vast amounts data to identify factors that could enhance patient safety.