Harmonizing foundation models in healthcare: A comprehensive survey of their roles, relationships, and impact in artificial intelligence's advancing terrain.

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Title: Harmonizing foundation models in healthcare: A comprehensive survey of their roles, relationships, and impact in artificial intelligence's advancing terrain.
Authors: Timilsina M; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: mohan.timilsina@insight-centre.org., Buosi S; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: samuele.buosi@insight-centre.org., Razzaq MA; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: m.asif.razzaq@insight-centre.org., Haque R; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: rafiqul.haque@insight-centre.org., Judge C; College of Medicine, Nursing, Health Sciences, University of Galway, Ireland. Electronic address: conor.judge@universityofgalway.ie., Curry E; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: edward.curry@insight-centre.org.
Source: Computers in biology and medicine [Comput Biol Med] 2025 May; Vol. 189, pp. 109925. Date of Electronic Publication: 2025 Mar 12.
Publication Type: Journal Article; Review
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
Database: MEDLINE Ultimate
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  Data: Harmonizing foundation models in healthcare: A comprehensive survey of their roles, relationships, and impact in artificial intelligence's advancing terrain.
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  Data: <searchLink fieldCode="AU" term="%22Timilsina+M%22">Timilsina M</searchLink>; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: mohan.timilsina@insight-centre.org.<br /><searchLink fieldCode="AU" term="%22Buosi+S%22">Buosi S</searchLink>; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: samuele.buosi@insight-centre.org.<br /><searchLink fieldCode="AU" term="%22Razzaq+MA%22">Razzaq MA</searchLink>; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: m.asif.razzaq@insight-centre.org.<br /><searchLink fieldCode="AU" term="%22Haque+R%22">Haque R</searchLink>; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: rafiqul.haque@insight-centre.org.<br /><searchLink fieldCode="AU" term="%22Judge+C%22">Judge C</searchLink>; College of Medicine, Nursing, Health Sciences, University of Galway, Ireland. Electronic address: conor.judge@universityofgalway.ie.<br /><searchLink fieldCode="AU" term="%22Curry+E%22">Curry E</searchLink>; Data Science Institute, Insight Centre for Data Analytics, University of Galway, Ireland. Electronic address: edward.curry@insight-centre.org.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2025 May; Vol. 189, pp. 109925. <i>Date of Electronic Publication: </i>2025 Mar 12.
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