View in EDS

Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot.

Saved in:
Bibliographic Details
Title: Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot.
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
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41965731
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Tsai+MF%22">Tsai MF</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Shih+CS%22">Shih CS</searchLink>; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YF%22">Chen YF</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chu+YC%22">Chu YC</searchLink>; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+CM%22">Yu CM</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yao+WT%22">Yao WT</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chan+YS%22">Chan YS</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yu+CM%22">Yu CM</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Huang+ST%22">Huang ST</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Liu+LR%22">Liu LR</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chiu+LH%22">Chiu LH</searchLink>; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei, 110, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+YH%22">Lin YH</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yang+CY%22">Yang CY</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ho+KC%22">Ho KC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Huang+WC%22">Huang WC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Tung+KY%22">Tung KY</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Hung+FH%22">Hung FH</searchLink>; Health Data Analytics and Statistics Center, Office of Data Science, Taipei Medical University, Taipei, 110, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiu+HW%22">Chiu HW</searchLink>; 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.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2026 Apr 11; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Apr 11.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101088682 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6947 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726947%22">14726947 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Inform Decis Mak <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41965731
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s12911-026-03477-2
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Deep-learning-based diagnostic models for transcutaneous oxygen pressure-defined peripheral arterial disease and lower extremity wound healing in patients with diabetic foot.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Tsai MF
      – PersonEntity:
          Name:
            NameFull: Shih CS
      – PersonEntity:
          Name:
            NameFull: Chen YF
      – PersonEntity:
          Name:
            NameFull: Chu YC
      – PersonEntity:
          Name:
            NameFull: Yu CM
      – PersonEntity:
          Name:
            NameFull: Yao WT
      – PersonEntity:
          Name:
            NameFull: Chan YS
      – PersonEntity:
          Name:
            NameFull: Yu CM
      – PersonEntity:
          Name:
            NameFull: Huang ST
      – PersonEntity:
          Name:
            NameFull: Liu LR
      – PersonEntity:
          Name:
            NameFull: Chiu LH
      – PersonEntity:
          Name:
            NameFull: Lin YH
      – PersonEntity:
          Name:
            NameFull: Yang CY
      – PersonEntity:
          Name:
            NameFull: Ho KC
      – PersonEntity:
          Name:
            NameFull: Huang WC
      – PersonEntity:
          Name:
            NameFull: Tung KY
      – PersonEntity:
          Name:
            NameFull: Hung FH
      – PersonEntity:
          Name:
            NameFull: Chiu HW
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 11
              M: 04
              Text: 2026 Apr 11
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1472-6947
          Numbering:
            – Type: volume
              Value: 26
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: BMC medical informatics and decision making
              Type: main
ResultId 1