Predicting Postoperative Blood Transfusion in Elderly Patients Undergoing Total Hip and Knee Arthroplasty Using Machine Learning Models.
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| Title: | Predicting Postoperative Blood Transfusion in Elderly Patients Undergoing Total Hip and Knee Arthroplasty Using Machine Learning Models. |
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| Authors: | Liang D; Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China.; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Pang Y; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China.; Academy of Medical Sciences, Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Huang J; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Che X; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Zhou R; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Ding X; Animal Laboratory Center, Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Wang C; Animal Laboratory Center, Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China., Zhao L; Department of Pain Medicine, Sanya Central Hospital, Sanya, Hainan, 572000, People's Republic of China., Han Y; School of Sino-British Digital Media Art, Lu Xun Academy of Fine Arts, Shenyang, Liaoning, 110004, People's Republic of China., Rong X; Department of Pain Medicine, Sanya Central Hospital, Sanya, Hainan, 572000, People's Republic of China., Li P; Key Laboratory of Bone and Soft Tissue Injury Repair, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030001, People's Republic of China. |
| Source: | Risk management and healthcare policy [Risk Manag Healthc Policy] 2025 May 21; Vol. 18, pp. 1697-1711. Date of Electronic Publication: 2025 May 21 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Dove Medical Press Country of Publication: England NLM ID: 101566264 Publication Model: eCollection Cited Medium: Print ISSN: 1179-1594 (Print) Linking ISSN: 11791594 NLM ISO Abbreviation: Risk Manag Healthc Policy Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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