2023
DOI: 10.1136/bmjopen-2022-071321
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Predicting falls-related admissions in older adults in Alberta, Canada: a machine-learning falls prevention tool developed using population administrative health data

Vishal Sharma,
Vinaykumar Kulkarni,
Tanya Joon
et al.

Abstract: ObjectiveTo construct a machine-learning (ML) model for health systems with organised falls prevention programmes to identify older adults at risk for fall-related admissions.DesignThis prognostic study used population-level administrative health data to develop an ML prediction model.SettingThis study took place in Alberta, Canada during 2018–2019.ParticipantsAlbertans aged 65 and older with at least one prior admission. Those with palliative conditions or emigrated out of Alberta were excluded.ExposureUnit o… Show more

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