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Protective predictors of cardiovascular disease: an explainable AI approach.

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Title: Protective predictors of cardiovascular disease: an explainable AI approach.
Authors: Le MHN; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: d142111009@tmu.edu.tw., Kha HQ; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: d142111015@tmu.edu.tw., Huynh HH; International Master Program for Translational Science, College of Medical Science and Technology, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: m658112001@tmu.edu.tw., Huynh PK; Department of Industrial and Systems Engineering, North Carolina A&T State University, Greensboro, NC, 27411, USA. Electronic address: pkhuynh@ncat.edu., Nguyen PK; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: m142113007@tmu.edu.tw., Nguyen D; Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA. Electronic address: kevin_nguyen@hsph.harvard.edu., Le TDT; Master Program in Graduate Institute of Metabolism and Obesity Sciences, College of Nutrition, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: ma48114001@tmu.edu.tw., Tran NV; Department of Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, VW, USA. Electronic address: tranvietnghi2007@gmail.com., Bui Q; Department of Internal Medicine, South Texas Health System GME Consortium, Texas A&M, College of Medicine, Edinburg, TX, 78539, USA. Electronic address: b.quoc@tamu.edu., Pham HT; Department of Internal Medicine, Trinity Health Ann Arbor Hospital, MI 48197, USA. Electronic address: HoangTran.Pham@trinity-health.org., Le HH; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: huuhoai.md@gmail.com., Duong T; Department of Statistics, Rice University, Houston, TX, USA. Electronic address: td100@rice.edu., Le NHH; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: hanhnhi.md@gmail.com., Vu L; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: triloc27@gmail.com., Truong V; Department of Cardiology, The Christ Hospital Health Network, Lindner Research Center, Cincinnati, OH, USA. Electronic address: Vien.Truong@thechristhospital.com., Nguyen T; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA; Interventional Cardiology Department, St. Mary Medical Center, Hobart, IN, 46342, USA. Electronic address: thachnguyen2000@yahoo.com., Duong CN; Department of Biomedical & Nutritional Sciences, University of Massachusetts Lowell, Lowell, MA, 01854, USA. Electronic address: duongngoclanchi911@gmail.com., Le NQK; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan. Electronic address: khanhlee@tmu.edu.tw.
Source: Public health [Public Health] 2026 Jan; Vol. 250, pp. 106050. Date of Electronic Publication: 2025 Nov 27.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0376507 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-5616 (Electronic) Linking ISSN: 00333506 NLM ISO Abbreviation: Public Health Subsets: MEDLINE
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  Data: Protective predictors of cardiovascular disease: an explainable AI approach.
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  Data: <searchLink fieldCode="AU" term="%22Le+MHN%22">Le MHN</searchLink>; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: d142111009@tmu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Kha+HQ%22">Kha HQ</searchLink>; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: d142111015@tmu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Huynh+HH%22">Huynh HH</searchLink>; International Master Program for Translational Science, College of Medical Science and Technology, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: m658112001@tmu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Huynh+PK%22">Huynh PK</searchLink>; Department of Industrial and Systems Engineering, North Carolina A&T State University, Greensboro, NC, 27411, USA. Electronic address: pkhuynh@ncat.edu.<br /><searchLink fieldCode="AU" term="%22Nguyen+PK%22">Nguyen PK</searchLink>; International Master/Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: m142113007@tmu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Nguyen+D%22">Nguyen D</searchLink>; Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA. Electronic address: kevin_nguyen@hsph.harvard.edu.<br /><searchLink fieldCode="AU" term="%22Le+TDT%22">Le TDT</searchLink>; Master Program in Graduate Institute of Metabolism and Obesity Sciences, College of Nutrition, Taipei Medical University, Taipei, 110, Taiwan. Electronic address: ma48114001@tmu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Tran+NV%22">Tran NV</searchLink>; Department of Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, VW, USA. Electronic address: tranvietnghi2007@gmail.com.<br /><searchLink fieldCode="AU" term="%22Bui+Q%22">Bui Q</searchLink>; Department of Internal Medicine, South Texas Health System GME Consortium, Texas A&M, College of Medicine, Edinburg, TX, 78539, USA. Electronic address: b.quoc@tamu.edu.<br /><searchLink fieldCode="AU" term="%22Pham+HT%22">Pham HT</searchLink>; Department of Internal Medicine, Trinity Health Ann Arbor Hospital, MI 48197, USA. Electronic address: HoangTran.Pham@trinity-health.org.<br /><searchLink fieldCode="AU" term="%22Le+HH%22">Le HH</searchLink>; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: huuhoai.md@gmail.com.<br /><searchLink fieldCode="AU" term="%22Duong+T%22">Duong T</searchLink>; Department of Statistics, Rice University, Houston, TX, USA. Electronic address: td100@rice.edu.<br /><searchLink fieldCode="AU" term="%22Le+NHH%22">Le NHH</searchLink>; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: hanhnhi.md@gmail.com.<br /><searchLink fieldCode="AU" term="%22Vu+L%22">Vu L</searchLink>; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA. Electronic address: triloc27@gmail.com.<br /><searchLink fieldCode="AU" term="%22Truong+V%22">Truong V</searchLink>; Department of Cardiology, The Christ Hospital Health Network, Lindner Research Center, Cincinnati, OH, USA. Electronic address: Vien.Truong@thechristhospital.com.<br /><searchLink fieldCode="AU" term="%22Nguyen+T%22">Nguyen T</searchLink>; Cardiovascular Research Laboratories, Methodist Hospital, Merrillville, IN, 46410, USA; Interventional Cardiology Department, St. Mary Medical Center, Hobart, IN, 46342, USA. Electronic address: thachnguyen2000@yahoo.com.<br /><searchLink fieldCode="AU" term="%22Duong+CN%22">Duong CN</searchLink>; Department of Biomedical & Nutritional Sciences, University of Massachusetts Lowell, Lowell, MA, 01854, USA. Electronic address: duongngoclanchi911@gmail.com.<br /><searchLink fieldCode="AU" term="%22Le+NQK%22">Le NQK</searchLink>; AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan; Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan. Electronic address: khanhlee@tmu.edu.tw.
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        Value: 10.1016/j.puhe.2025.106050
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      – Code: eng
        Text: English
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              Text: 2026 Jan
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