Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot.
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| Title: | Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot. |
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| Authors: | Tsai MF; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Shih CS; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan., Chen YF; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Chu YC; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan., Yu CM; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Yao WT; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Materials Science and Engineering, National Taiwan University, Taipei, 106, Taiwan., Chan YS; School of Health Care Administration, College of Management, Taipei Medical University, Taipei, 110, Taiwan.; Division of Secretariat, Superintendent Administration Office, MacKay Memorial Hospital, Taipei, 104, Taiwan.; School of In-Service Master Program in Health and Biotechnology Law, Taipei Medical University, Taipei, 110, Taiwan., Yu CM; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Huang ST; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Department of Emergency Medicine, MacKay Memorial Hospital, Taipei, 104, Taiwan., Liu LR; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Department of Emergency Medicine, MacKay Memorial Hospital, Taipei, 104, Taiwan., Chiu LH; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan., Lin YH; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Division of Cardiology, Departments of Internal Medicine, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Institute of Clinical Medicine, School of Medicine, National Yang-Ming Chiao-Tung University, Taipei, 112, Taiwan., Yang CY; Department of Dermatology, New Taipei Municipal TuCheng Hospital, New Taipei City, 236, Taiwan.; Department of Dermatology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan, 333, Taiwan.; School of Medicine, College of Medicine, Chang Gung University, Taoyuan, 333, Taiwan., Ho KC; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Department of Biomedical Engineering, National Yang-Ming Chiao-Tung University, Taipei, 112, Taiwan.; Division of General Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Liver Medical Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Huang WC; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Tung KY; Division of Plastic Surgery, Department of Surgery, MacKay Memorial Hospital, Taipei, 104, Taiwan.; Department of Medicine, MacKay Medical University, New Taipei City, 252, Taiwan.; Wound Care Center, MacKay Memorial Hospital, Taipei, 104, Taiwan., Hung FH; Health Data Analytics and Statistics Center, Office of Data Science, Taipei Medical University, Taipei, 110, Taiwan., Chiu HW; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan. hwchiu@tmu.edu.tw.; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan. hwchiu@tmu.edu.tw.; Bioinformatics Data Science Center, Wan Fang Hospital, Taipei Medical University, Taipei, 110, Taiwan. hwchiu@tmu.edu.tw. |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 Apr 11; Vol. 26 (1). Date of Electronic Publication: 2026 Apr 11. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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