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Post-surgical fall risk prediction: a machine learning approach for spine and lower extremity procedures.

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Title: Post-surgical fall risk prediction: a machine learning approach for spine and lower extremity procedures.
Authors: Chen YH; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan., Luo XY; Department of Institute of Statistics, National Chung Hsing University, Taichung, Taiwan., Chang CH; College of Nursing, Hungkuang University, Taichung, Taiwan., Kuo CT; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan., Shih SJ; Department of Nursing, Dajia Li Hospital, Taichung, Taiwan., Chang MY; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan., Weng MR; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan., Chen IC; Department of Research, Taichung Veterans General Hospital, Taichung, Taiwan., Hsu YL; Department of Institute of Statistics, National Chung Hsing University, Taichung, Taiwan.; Department of Applied Mathematics, National Chung Hsing University, Taichung, Taiwan., Xu JL; Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Apr 15; Vol. 12, pp. 1574305. Date of Electronic Publication: 2025 Apr 15 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Post-surgical fall risk prediction: a machine learning approach for spine and lower extremity procedures.
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  Data: <searchLink fieldCode="AU" term="%22Chen+YH%22">Chen YH</searchLink>; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Luo+XY%22">Luo XY</searchLink>; Department of Institute of Statistics, National Chung Hsing University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CH%22">Chang CH</searchLink>; College of Nursing, Hungkuang University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+CT%22">Kuo CT</searchLink>; Department of Information Management, Taipei Veterans General Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shih+SJ%22">Shih SJ</searchLink>; Department of Nursing, Dajia Li Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+MY%22">Chang MY</searchLink>; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Weng+MR%22">Weng MR</searchLink>; Department of Nursing, Taichung Veterans General Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+IC%22">Chen IC</searchLink>; Department of Research, Taichung Veterans General Hospital, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+YL%22">Hsu YL</searchLink>; Department of Institute of Statistics, National Chung Hsing University, Taichung, Taiwan.; Department of Applied Mathematics, National Chung Hsing University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Xu+JL%22">Xu JL</searchLink>; Department of Computer Science and Information Engineering, Chaoyang University of Technology, Taichung, Taiwan.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+S%2EA%22">Frontiers Media S.A </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101648047 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2296-858X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222296858X%22">2296858X </searchLink><i>NLM ISO Abbreviation: </i>Front Med (Lausanne) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3389/fmed.2025.1574305
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              Text: 2025 Apr 15
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