A model for predicting fall risks of hospitalized elderly in Taiwan-A machine learning approach based on both electronic health records and comprehensive geriatric assessment
BackgroundsFalls are currently one of the important safety issues of elderly inpatients. Falls can lead to their injury, reduced mobility and comorbidity. In hospitals, it may cause medical disputes and staff guilty feelings and anxiety. We aimed to predict fall risks among hospitalized elderly pati...
Main Authors: | Wei-Min Chu, Endah Kristiani, Yu-Chieh Wang, Yen-Ru Lin, Shih-Yi Lin, Wei-Cheng Chan, Chao-Tung Yang, Yu-Tse Tsan |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-08-01
|
Series: | Frontiers in Medicine |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fmed.2022.937216/full |
Similar Items
-
A model for predicting physical function upon discharge of hospitalized older adults in Taiwan—a machine learning approach based on both electronic health records and comprehensive geriatric assessment
by: Wei-Min Chu, et al.
Published: (2023-07-01) -
Analysis of the incidence of falls and related factors in elderly patients based on comprehensive geriatric assessment
by: Xun Xiao, et al.
Published: (2023-09-01) -
A rehabilitation approach to the falls of geriatric patients
by: Marlena Kontowicz, et al.
Published: (2019-06-01) -
Effects of different palliative care models on decedents with kidney failure receiving maintenance dialysis: a nationwide population-based retrospective observational study in Taiwan
by: Wei-Min Chu, et al.
Published: (2023-07-01) -
Falls in the workplace /
by: Safetycare Australia
Published: ([200)