Machine learning-based prediction of CAC-defined cardiovascular risk using routine health examination data: a retrospective cross-sectional study in a Taiwanese population.
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| Title: | Machine learning-based prediction of CAC-defined cardiovascular risk using routine health examination data: a retrospective cross-sectional study in a Taiwanese population. |
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| Authors: | Chuang SS; St. Luke Health Management Center, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, Taiwan; Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan., Chiang FT; Department of Cardiology, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, Taiwan., Lin SW; Department of Information Management, Chang Gung University, Taoyuan, Taiwan; Department of Emergency Medicine, Keelung Chang Gung Memorial Hospital, Keelung, 204, Taiwan; Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei, 243, Taiwan. Electronic address: swlin@mail.cgu.edu.tw. |
| Source: | Journal of the Formosan Medical Association = Taiwan yi zhi [J Formos Med Assoc] 2026 Feb 03. Date of Electronic Publication: 2026 Feb 03. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Formosan Medical Association, Elsevier Country of Publication: Singapore NLM ID: 9214933 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 0929-6646 (Print) Linking ISSN: 09296646 NLM ISO Abbreviation: J Formos Med Assoc Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41638960 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning-based prediction of CAC-defined cardiovascular risk using routine health examination data: a retrospective cross-sectional study in a Taiwanese population. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chuang+SS%22">Chuang SS</searchLink>; St. Luke Health Management Center, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, Taiwan; Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiang+FT%22">Chiang FT</searchLink>; Department of Cardiology, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SW%22">Lin SW</searchLink>; Department of Information Management, Chang Gung University, Taoyuan, Taiwan; Department of Emergency Medicine, Keelung Chang Gung Memorial Hospital, Keelung, 204, Taiwan; Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei, 243, Taiwan. Electronic address: swlin@mail.cgu.edu.tw. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229214933%22">Journal of the Formosan Medical Association = Taiwan yi zhi</searchLink> [J Formos Med Assoc] 2026 Feb 03. <i>Date of Electronic Publication: </i>2026 Feb 03. – 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="%22Formosan+Medical+Association%2C+Elsevier%22">Formosan Medical Association, Elsevier </searchLink><i>Country of Publication: </i>Singapore <i>NLM ID: </i>9214933 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>0929-6646 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209296646%22">09296646 </searchLink><i>NLM ISO Abbreviation: </i>J Formos Med Assoc <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41638960 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.jfma.2026.01.061 Languages: – Code: eng Text: English Titles: – TitleFull: Machine learning-based prediction of CAC-defined cardiovascular risk using routine health examination data: a retrospective cross-sectional study in a Taiwanese population. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chuang SS – PersonEntity: Name: NameFull: Chiang FT – PersonEntity: Name: NameFull: Lin SW IsPartOfRelationships: – BibEntity: Dates: – D: 03 M: 02 Text: 2026 Feb 03 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 0929-6646 Titles: – TitleFull: Journal of the Formosan Medical Association = Taiwan yi zhi Type: main |
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