Multimodal Machine Learning Integrating Clinical and Proteomic Data for Early Prediction of Hypertensive Complications: A UKB Longitudinal Study.
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| Title: | Multimodal Machine Learning Integrating Clinical and Proteomic Data for Early Prediction of Hypertensive Complications: A UKB Longitudinal Study. |
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| Authors: | Fei Y; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China., Liu S; School of Public Health Zunyi Medical University Zunyi Guizhou China., Tong T; Hainan International Medical Center Shanghai Jiao Tong University School of Medicine Hainan China., Zhang X; Nossal Institute for Global Health, School of Population and Global Health The University of Melbourne Melbourne Victoria Australia., Wang H; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China., Liu J; School of Public Health Zunyi Medical University Zunyi Guizhou China.; Key Laboratory of Maternal and Child Health and Exposure Science Guizhou Provincial Department of Education Zunyi Guizhou China., Zheng X; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China.; Hainan International Medical Center Shanghai Jiao Tong University School of Medicine Hainan China. |
| Source: | Journal of the American Heart Association [J Am Heart Assoc] 2026 Jun 16; Vol. 15 (12), pp. e048151. Date of Electronic Publication: 2026 Jun 15. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101580524 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2047-9980 (Electronic) Linking ISSN: 20479980 NLM ISO Abbreviation: J Am Heart Assoc Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42294759 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multimodal Machine Learning Integrating Clinical and Proteomic Data for Early Prediction of Hypertensive Complications: A UKB Longitudinal Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Fei+Y%22">Fei Y</searchLink>; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China.<br /><searchLink fieldCode="AU" term="%22Liu+S%22">Liu S</searchLink>; School of Public Health Zunyi Medical University Zunyi Guizhou China.<br /><searchLink fieldCode="AU" term="%22Tong+T%22">Tong T</searchLink>; Hainan International Medical Center Shanghai Jiao Tong University School of Medicine Hainan China.<br /><searchLink fieldCode="AU" term="%22Zhang+X%22">Zhang X</searchLink>; Nossal Institute for Global Health, School of Population and Global Health The University of Melbourne Melbourne Victoria Australia.<br /><searchLink fieldCode="AU" term="%22Wang+H%22">Wang H</searchLink>; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; School of Public Health Zunyi Medical University Zunyi Guizhou China.; Key Laboratory of Maternal and Child Health and Exposure Science Guizhou Provincial Department of Education Zunyi Guizhou China.<br /><searchLink fieldCode="AU" term="%22Zheng+X%22">Zheng X</searchLink>; Center for Single-Cell Omics, School of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China.; Hainan International Medical Center Shanghai Jiao Tong University School of Medicine Hainan China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101580524%22">Journal of the American Heart Association</searchLink> [J Am Heart Assoc] 2026 Jun 16; Vol. 15 (12), pp. e048151. <i>Date of Electronic Publication: </i>2026 Jun 15. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley-Blackwell%22">Wiley-Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101580524 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2047-9980 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220479980%22">20479980 </searchLink><i>NLM ISO Abbreviation: </i>J Am Heart Assoc <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42294759 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1161/JAHA.125.048151 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e048151 Titles: – TitleFull: Multimodal Machine Learning Integrating Clinical and Proteomic Data for Early Prediction of Hypertensive Complications: A UKB Longitudinal Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Fei Y – PersonEntity: Name: NameFull: Liu S – PersonEntity: Name: NameFull: Tong T – PersonEntity: Name: NameFull: Zhang X – PersonEntity: Name: NameFull: Wang H – PersonEntity: Name: NameFull: Liu J – PersonEntity: Name: NameFull: Zheng X IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 06 Text: 2026 Jun 16 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2047-9980 Numbering: – Type: volume Value: 15 – Type: issue Value: 12 Titles: – TitleFull: Journal of the American Heart Association Type: main |
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