Integrating GWAS and machine learning for disease risk prediction in the Taiwanese Hakka population.
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| Title: | Integrating GWAS and machine learning for disease risk prediction in the Taiwanese Hakka population. |
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| Authors: | Xiao JH; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Core Facilities for High Throughput Experimental Analysis, National Central University, Taoyuan City, Taiwan., Kang HY; Department of Family Medicine, Department of Community Medicine, Landseed International Hospital, Taoyuan City, Taiwan., Wu LC; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Education and Research Center for Technology Assisted Substance Abuse Prevention and Management, National Central University, Taoyuan City, Taiwan., Hsu T; Graduate Institute of Biomedical Sciences, China Medical University, Taoyuan City, Taiwan., Wu CP; Critical Care Center, Department of Internal Medicine, Landseed International Hospital, Taoyuan City, Taiwan., Su LJ; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Core Facilities for High Throughput Experimental Analysis, National Central University, Taoyuan City, Taiwan.; Education and Research Center for Technology Assisted Substance Abuse Prevention and Management, National Central University, Taoyuan City, Taiwan.; IHMed IVF Center, Taoyuan City, Taiwan. |
| Source: | Frontiers in genetics [Front Genet] 2025 Dec 04; Vol. 16, pp. 1694084. Date of Electronic Publication: 2025 Dec 04 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101560621 Publication Model: eCollection Cited Medium: Print ISSN: 1664-8021 (Print) Linking ISSN: 16648021 NLM ISO Abbreviation: Front Genet Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41427248 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Integrating GWAS and machine learning for disease risk prediction in the Taiwanese Hakka population. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Xiao+JH%22">Xiao JH</searchLink>; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Core Facilities for High Throughput Experimental Analysis, National Central University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kang+HY%22">Kang HY</searchLink>; Department of Family Medicine, Department of Community Medicine, Landseed International Hospital, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+LC%22">Wu LC</searchLink>; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Education and Research Center for Technology Assisted Substance Abuse Prevention and Management, National Central University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsu+T%22">Hsu T</searchLink>; Graduate Institute of Biomedical Sciences, China Medical University, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+CP%22">Wu CP</searchLink>; Critical Care Center, Department of Internal Medicine, Landseed International Hospital, Taoyuan City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Su+LJ%22">Su LJ</searchLink>; Department of Biomedical Science and Engineering, National Central University, Taoyuan City, Taiwan.; Core Facilities for High Throughput Experimental Analysis, National Central University, Taoyuan City, Taiwan.; Education and Research Center for Technology Assisted Substance Abuse Prevention and Management, National Central University, Taoyuan City, Taiwan.; IHMed IVF Center, Taoyuan City, Taiwan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101560621%22">Frontiers in genetics</searchLink> [Front Genet] 2025 Dec 04; Vol. 16, pp. 1694084. <i>Date of Electronic Publication: </i>2025 Dec 04 (<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+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101560621 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1664-8021 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216648021%22">16648021 </searchLink><i>NLM ISO Abbreviation: </i>Front Genet <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41427248 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fgene.2025.1694084 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1694084 Titles: – TitleFull: Integrating GWAS and machine learning for disease risk prediction in the Taiwanese Hakka population. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Xiao JH – PersonEntity: Name: NameFull: Kang HY – PersonEntity: Name: NameFull: Wu LC – PersonEntity: Name: NameFull: Hsu T – PersonEntity: Name: NameFull: Wu CP – PersonEntity: Name: NameFull: Su LJ IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 12 Text: 2025 Dec 04 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 1664-8021 Numbering: – Type: volume Value: 16 Titles: – TitleFull: Frontiers in genetics Type: main |
| ResultId | 1 |
