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Natural language processing of biomedical text to map and prioritize protein-disease associations in HFpEF.

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Title: Natural language processing of biomedical text to map and prioritize protein-disease associations in HFpEF.
Authors: Santana C; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Mukherjee C; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; AI for Health Center, University of California, Davis, USA., Quazi A; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Center for Precision Medicine and Data Science, University of California, Davis, USA., Menezes R; Department of Computer Science University of Exeter, Exeter, United Kingdom., Filkov V; AI for Health Center, University of California, Davis, USA., Sigdel D; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Choi H; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Ebong I; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Sirish P; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Anderson NR; Department of Medical Informatics, University of California, Davis, USA., Wang X; Department of Computer Science, Virginia Polytech Institute and State University, Blacksburg, USA., Ji H; Department of Computer Science, University of Illinois, Urbana Champaign, USA., Han J; Department of Computer Science, University of Illinois, Urbana Champaign, USA., Roshanravan B; Department of Nephrology, University of California, Davis, USA., Izu LT; Department of Pharmacology, University of California, Davis, USA., Smith TW; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Chiamvimonvat N; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Department of Basic Medical Sciences and Translational Cardiovascular Research Center, University of Arizona, College of Medicine, Phoenix, USA., Clancy CE; Center for Precision Medicine and Data Science, University of California, Davis, USA; Department of Pharmacology, University of California, Davis, USA; Department of Physiology and Membrane Biology, University of California, Davis, USA., Cadeiras M; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA., Liem DA; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Center for Precision Medicine and Data Science, University of California, Davis, USA; AI for Health Center, University of California, Davis, USA. Electronic address: daliem@health.ucdavis.edu.
Source: Computers in biology and medicine [Comput Biol Med] 2026 Apr 01; Vol. 205, pp. 111599. Date of Electronic Publication: 2026 Mar 03.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Santana+C%22">Santana C</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Mukherjee+C%22">Mukherjee C</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; AI for Health Center, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Quazi+A%22">Quazi A</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Center for Precision Medicine and Data Science, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Menezes+R%22">Menezes R</searchLink>; Department of Computer Science University of Exeter, Exeter, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Filkov+V%22">Filkov V</searchLink>; AI for Health Center, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Sigdel+D%22">Sigdel D</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Choi+H%22">Choi H</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Ebong+I%22">Ebong I</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Sirish+P%22">Sirish P</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Anderson+NR%22">Anderson NR</searchLink>; Department of Medical Informatics, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Department of Computer Science, Virginia Polytech Institute and State University, Blacksburg, USA.<br /><searchLink fieldCode="AU" term="%22Ji+H%22">Ji H</searchLink>; Department of Computer Science, University of Illinois, Urbana Champaign, USA.<br /><searchLink fieldCode="AU" term="%22Han+J%22">Han J</searchLink>; Department of Computer Science, University of Illinois, Urbana Champaign, USA.<br /><searchLink fieldCode="AU" term="%22Roshanravan+B%22">Roshanravan B</searchLink>; Department of Nephrology, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Izu+LT%22">Izu LT</searchLink>; Department of Pharmacology, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Smith+TW%22">Smith TW</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Chiamvimonvat+N%22">Chiamvimonvat N</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Department of Basic Medical Sciences and Translational Cardiovascular Research Center, University of Arizona, College of Medicine, Phoenix, USA.<br /><searchLink fieldCode="AU" term="%22Clancy+CE%22">Clancy CE</searchLink>; Center for Precision Medicine and Data Science, University of California, Davis, USA; Department of Pharmacology, University of California, Davis, USA; Department of Physiology and Membrane Biology, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Cadeiras+M%22">Cadeiras M</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA.<br /><searchLink fieldCode="AU" term="%22Liem+DA%22">Liem DA</searchLink>; Department of Medicine, Division of Cardiovascular Disease, University of California, Davis, USA; Center for Precision Medicine and Data Science, University of California, Davis, USA; AI for Health Center, University of California, Davis, USA. Electronic address: daliem@health.ucdavis.edu.
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        Text: English
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