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 |
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