The application of machine learning for identifying frailty in older patients during hospital admission
Our results demonstrated that some easily accessed parameters from the hospital clinical data system can be used to predict frailty in older hospitalized patients using supervised ML methods.
Authors
- Shih-Ming Huang (ORCID: https://orcid.org/0000-0002-7937-9580)
- Cheng-Fu Lin (ORCID: https://orcid.org/0000-0003-3341-7315)
- Min-Shian Wang
- Chieh‐Liang Wu (ORCID: https://orcid.org/0000-0001-5322-7426)
- Shih-Yi Lin
- Yin-Yi Chou
- Pei-Hua Lee
- Yu-Shan Lee
Institutions
- National Chung Hsing University (TW)
- Taichung Veterans General Hospital (TW)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2024-09-27
- DOI
- https://doi.org/10.1186/s12911-024-02684-z
- Citations
- 5
- Primary Topic
- Frailty in Older Adults
- Type
- article
- Field-Weighted Citation Impact
- 1.72
Funders
- Taichung Veterans General Hospital