View in EDS HTML Full Text PDF Full Text

Development of machine learning models with explainable AI for frailty risk prediction and their web-based application in community public health.

Saved in:
Bibliographic Details
Title: Development of machine learning models with explainable AI for frailty risk prediction and their web-based application in community public health.
Authors: Kim S; Department of Convergence Medical Science, School of Medicine, Pusan National University, Yangsan, Republic of Korea., Choi BK; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Neurosurgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Neurosurgery, Pusan National University Hospital, Busan, Republic of Korea., Cho JS; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital, Busan, Republic of Korea., Huh U; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital, Busan, Republic of Korea., Shin MJ; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Rehabilitation Medicine, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Rehabilitation Medicine, Pusan National University Hospital, Busan, Republic of Korea., Obradovic Z; Center for Data Analytics and Biomedical Informatics, Temple University, Philadelphia, PA, United States.; Department of Computer and Information Sciences, Temple University, Philadelphia, PA, United States., Rubin DJ; Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States., Lee JI; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Neurosurgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Neurosurgery, Pusan National University Hospital, Busan, Republic of Korea., Park JH; Department of Convergence Medicine, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Convergence Medical Institute of Technology, Pusan National University Hospital, Busan, Republic of Korea.
Source: Frontiers in public health [Front Public Health] 2025 Nov 06; Vol. 13, pp. 1698062. Date of Electronic Publication: 2025 Nov 06 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41283058
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Development of machine learning models with explainable AI for frailty risk prediction and their web-based application in community public health.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Kim+S%22">Kim S</searchLink>; Department of Convergence Medical Science, School of Medicine, Pusan National University, Yangsan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Choi+BK%22">Choi BK</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Neurosurgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Neurosurgery, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Cho+JS%22">Cho JS</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Huh+U%22">Huh U</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Shin+MJ%22">Shin MJ</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Rehabilitation Medicine, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Rehabilitation Medicine, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Obradovic+Z%22">Obradovic Z</searchLink>; Center for Data Analytics and Biomedical Informatics, Temple University, Philadelphia, PA, United States.; Department of Computer and Information Sciences, Temple University, Philadelphia, PA, United States.<br /><searchLink fieldCode="AU" term="%22Rubin+DJ%22">Rubin DJ</searchLink>; Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States.<br /><searchLink fieldCode="AU" term="%22Lee+JI%22">Lee JI</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Neurosurgery, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Department of Neurosurgery, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+JH%22">Park JH</searchLink>; Department of Convergence Medicine, Pusan National University School of Medicine, Yangsan, Republic of Korea.; Convergence Medical Institute of Technology, Pusan National University Hospital, Busan, Republic of Korea.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101616579%22">Frontiers in public health</searchLink> [Front Public Health] 2025 Nov 06; Vol. 13, pp. 1698062. <i>Date of Electronic Publication: </i>2025 Nov 06 (<i>Print Publication: </i>2025).
– 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="%22Frontiers+Editorial+Office%22">Frontiers Editorial Office </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101616579 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2296-2565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222962565%22">22962565 </searchLink><i>NLM ISO Abbreviation: </i>Front Public Health <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41283058
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3389/fpubh.2025.1698062
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 1698062
    Titles:
      – TitleFull: Development of machine learning models with explainable AI for frailty risk prediction and their web-based application in community public health.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Kim S
      – PersonEntity:
          Name:
            NameFull: Choi BK
      – PersonEntity:
          Name:
            NameFull: Cho JS
      – PersonEntity:
          Name:
            NameFull: Huh U
      – PersonEntity:
          Name:
            NameFull: Shin MJ
      – PersonEntity:
          Name:
            NameFull: Obradovic Z
      – PersonEntity:
          Name:
            NameFull: Rubin DJ
      – PersonEntity:
          Name:
            NameFull: Lee JI
      – PersonEntity:
          Name:
            NameFull: Park JH
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 06
              M: 11
              Text: 2025 Nov 06
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 2296-2565
          Numbering:
            – Type: volume
              Value: 13
          Titles:
            – TitleFull: Frontiers in public health
              Type: main
ResultId 1