CARDIAC-FM: A Multimodal Foundation Model for Cardiovascular Risk Prediction Using ECG and Cardiac MRI.
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| Title: | CARDIAC-FM: A Multimodal Foundation Model for Cardiovascular Risk Prediction Using ECG and Cardiac MRI. |
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| Authors: | Li F; Department of Statistics, University of Washington, Seattle, WA, USA.; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA., Li S; Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA., Qian Y; Department of Biostatistics, University of Washington, Seattle, WA, USA., Chen B; Department of Biostatistics, University of Washington, Seattle, WA, USA., Brody JA; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA., Yogeswaran V; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA., Wiggins KL; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA., Sitlani CM; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA., Bis JC; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA., Shojaie A; Department of Statistics, University of Washington, Seattle, WA, USA.; Department of Biostatistics, University of Washington, Seattle, WA, USA., Longstreth WT Jr; Department of Epidemiology, University of Washington, Seattle, Washington, USA.; Department of Neurology, University of Washington, Seattle, Washington, USA., Psaty BM; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.; Department of Epidemiology, University of Washington, Seattle, Washington, USA., Tison GH; Division of Cardiology, University of California-San Francisco, San Francisco, California, USA., Du S; Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA., Floyd JS; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.; Department of Epidemiology, University of Washington, Seattle, Washington, USA., Ye T; Department of Biostatistics, University of Washington, Seattle, WA, USA. |
| Source: | MedRxiv : the preprint server for health sciences [medRxiv] 2026 Mar 18. Date of Electronic Publication: 2026 Mar 18. |
| Publication Type: | Journal Article; Preprint |
| Journal Info: | Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41891027 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: CARDIAC-FM: A Multimodal Foundation Model for Cardiovascular Risk Prediction Using ECG and Cardiac MRI. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Li+F%22">Li F</searchLink>; Department of Statistics, University of Washington, Seattle, WA, USA.; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.<br /><searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Qian+Y%22">Qian Y</searchLink>; Department of Biostatistics, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+B%22">Chen B</searchLink>; Department of Biostatistics, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Brody+JA%22">Brody JA</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Yogeswaran+V%22">Yogeswaran V</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Wiggins+KL%22">Wiggins KL</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Sitlani+CM%22">Sitlani CM</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Bis+JC%22">Bis JC</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Shojaie+A%22">Shojaie A</searchLink>; Department of Statistics, University of Washington, Seattle, WA, USA.; Department of Biostatistics, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Longstreth+WT+Jr%22">Longstreth WT Jr</searchLink>; Department of Epidemiology, University of Washington, Seattle, Washington, USA.; Department of Neurology, University of Washington, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Psaty+BM%22">Psaty BM</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.; Department of Epidemiology, University of Washington, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Tison+GH%22">Tison GH</searchLink>; Division of Cardiology, University of California-San Francisco, San Francisco, California, USA.<br /><searchLink fieldCode="AU" term="%22Du+S%22">Du S</searchLink>; Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Floyd+JS%22">Floyd JS</searchLink>; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.; Department of Epidemiology, University of Washington, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Ye+T%22">Ye T</searchLink>; Department of Biostatistics, University of Washington, Seattle, WA, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101767986%22">MedRxiv : the preprint server for health sciences</searchLink> [medRxiv] 2026 Mar 18. <i>Date of Electronic Publication: </i>2026 Mar 18. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Preprint – Name: TitleSource Label: Journal Info Group: Src Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101767986 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>NLM ISO Abbreviation: </i>medRxiv <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41891027 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.64898/2026.03.16.26348526 Languages: – Code: eng Text: English Titles: – TitleFull: CARDIAC-FM: A Multimodal Foundation Model for Cardiovascular Risk Prediction Using ECG and Cardiac MRI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li F – PersonEntity: Name: NameFull: Li S – PersonEntity: Name: NameFull: Qian Y – PersonEntity: Name: NameFull: Chen B – PersonEntity: Name: NameFull: Brody JA – PersonEntity: Name: NameFull: Yogeswaran V – PersonEntity: Name: NameFull: Wiggins KL – PersonEntity: Name: NameFull: Sitlani CM – PersonEntity: Name: NameFull: Bis JC – PersonEntity: Name: NameFull: Shojaie A – PersonEntity: Name: NameFull: Longstreth WT Jr – PersonEntity: Name: NameFull: Psaty BM – PersonEntity: Name: NameFull: Tison GH – PersonEntity: Name: NameFull: Du S – PersonEntity: Name: NameFull: Floyd JS – PersonEntity: Name: NameFull: Ye T IsPartOfRelationships: – BibEntity: Dates: – D: 18 M: 03 Text: 2026 Mar 18 Type: published Y: 2026 Titles: – TitleFull: MedRxiv : the preprint server for health sciences Type: main |
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