Cargando…
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
BACKGROUNDS: Falls 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 pa...
Autores principales: | Chu, Wei-Min, Kristiani, Endah, Wang, Yu-Chieh, Lin, Yen-Ru, Lin, Shih-Yi, Chan, Wei-Cheng, Yang, Chao-Tung, Tsan, Yu-Tse |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9398203/ https://www.ncbi.nlm.nih.gov/pubmed/36016999 http://dx.doi.org/10.3389/fmed.2022.937216 |
Ejemplares similares
-
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
por: Chu, Wei-Min, et al.
Publicado: (2023) -
In the Seeking of Association between Air Pollutant and COVID-19 Confirmed Cases Using Deep Learning
por: Tsan, Yu-Tse, et al.
Publicado: (2022) -
Comprehensive Geriatric Assessment and Clinical Outcomes in the Older People at the Emergency Department
por: Lin, Cheng-Fu, et al.
Publicado: (2021) -
The Prediction of Influenza-like Illness and Respiratory Disease Using LSTM and ARIMA
por: Tsan, Yu-Tse, et al.
Publicado: (2022) -
Geriatric hospitalizations in fall-related injuries
por: Rau, Cheng-Shyuan, et al.
Publicado: (2014)