Admission clinical and functional assessments for predicting inpatient fall risk using machine learning models.
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| Title: | Admission clinical and functional assessments for predicting inpatient fall risk using machine learning models. |
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| Authors: | Lee YW; Department of Administration, Lutung Christian Hospital of Changhua Christian Medical Foundation, Changhua, Taiwan.; Graduate Institute of Clinical Nursing, College of Medicine, National Chung Hsing University Taichung, Taiwan., Hsu YL; Department of Applied Mathematics and Institute of Statistics, National Chung Hsing University, Taichung, Taiwan., Lai SM; Nursing Department, Changhua Christian Hospital, Changhua, Taiwan., Lin CH; Big Data & Digital Promotion Center, Changhua Christian Hospital, Changhua, Taiwan., Lin CM; Department of Neurology, Changhua Christian Hospital, Changhua, Taiwan.; Graduate Institute of Statistics and Information Science, National Changhua University of Education, Changhua, Taiwan.; Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan., Xu JL; Department of Applied Statistics, National Taichung University of Science and Technology, Taichung, Taiwan. |
| Source: | Digital health [Digit Health] 2026 Jun 14; Vol. 12, pp. 20552076261461638. Date of Electronic Publication: 2026 Jun 14 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2055-2076 |
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| DOI: | 10.1177/20552076261461638 |
