Scaling medical AI across clinical contexts.
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| Title: | Scaling medical AI across clinical contexts. |
|---|---|
| Authors: | Li MM; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. michelleli@g.harvard.edu.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA. michelleli@g.harvard.edu., Reis BY; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Predictive Medicine Group, Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.; Harvard Data Science Initiative, Cambridge, MA, USA., Rodman A; Division of General Internal Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA., Cai T; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA., Dagan N; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Clalit Research Institute, Innovation Division, Clalit Health Services, Ramat-Gan, Israel.; Software and Information Systems Engineering, Ben Gurion University, Be'er Sheva, Israel., Balicer RD; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Clalit Research Institute, Innovation Division, Clalit Health Services, Ramat-Gan, Israel.; Faculty of Health Sciences, School of Public Health, Ben Gurion University of the Negev, Be'er Sheva, Israel., Loscalzo J; Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Kohane IS; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA., Zitnik M; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. marinka@hms.harvard.edu.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA. marinka@hms.harvard.edu.; Harvard Data Science Initiative, Cambridge, MA, USA. marinka@hms.harvard.edu.; Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University, Allston, MA, USA. marinka@hms.harvard.edu.; Broad Institute of MIT and Harvard, Cambridge, MA, USA. marinka@hms.harvard.edu. |
| Source: | Nature medicine [Nat Med] 2026 Feb; Vol. 32 (2), pp. 439-448. Date of Electronic Publication: 2026 Feb 03. |
| Publication Type: | Journal Article; Review |
| Journal Info: | Publisher: Nature Publishing Company Country of Publication: United States NLM ID: 9502015 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1546-170X (Electronic) Linking ISSN: 10788956 NLM ISO Abbreviation: Nat Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41634392 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Scaling medical AI across clinical contexts. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Li+MM%22">Li MM</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. michelleli@g.harvard.edu.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA. michelleli@g.harvard.edu.<br /><searchLink fieldCode="AU" term="%22Reis+BY%22">Reis BY</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Predictive Medicine Group, Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.; Harvard Data Science Initiative, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Rodman+A%22">Rodman A</searchLink>; Division of General Internal Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Cai+T%22">Cai T</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Dagan+N%22">Dagan N</searchLink>; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Clalit Research Institute, Innovation Division, Clalit Health Services, Ramat-Gan, Israel.; Software and Information Systems Engineering, Ben Gurion University, Be'er Sheva, Israel.<br /><searchLink fieldCode="AU" term="%22Balicer+RD%22">Balicer RD</searchLink>; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.; Clalit Research Institute, Innovation Division, Clalit Health Services, Ramat-Gan, Israel.; Faculty of Health Sciences, School of Public Health, Ben Gurion University of the Negev, Be'er Sheva, Israel.<br /><searchLink fieldCode="AU" term="%22Loscalzo+J%22">Loscalzo J</searchLink>; Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Kohane+IS%22">Kohane IS</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Zitnik+M%22">Zitnik M</searchLink>; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. marinka@hms.harvard.edu.; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute, Boston, MA, USA. marinka@hms.harvard.edu.; Harvard Data Science Initiative, Cambridge, MA, USA. marinka@hms.harvard.edu.; Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University, Allston, MA, USA. marinka@hms.harvard.edu.; Broad Institute of MIT and Harvard, Cambridge, MA, USA. marinka@hms.harvard.edu. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229502015%22">Nature medicine</searchLink> [Nat Med] 2026 Feb; Vol. 32 (2), pp. 439-448. <i>Date of Electronic Publication: </i>2026 Feb 03. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Company%22">Nature Publishing Company </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9502015 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1546-170X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210788956%22">10788956 </searchLink><i>NLM ISO Abbreviation: </i>Nat Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41634392 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41591-025-04184-7 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 439 Titles: – TitleFull: Scaling medical AI across clinical contexts. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li MM – PersonEntity: Name: NameFull: Reis BY – PersonEntity: Name: NameFull: Rodman A – PersonEntity: Name: NameFull: Cai T – PersonEntity: Name: NameFull: Dagan N – PersonEntity: Name: NameFull: Balicer RD – PersonEntity: Name: NameFull: Loscalzo J – PersonEntity: Name: NameFull: Kohane IS – PersonEntity: Name: NameFull: Zitnik M IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: 2026 Feb Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1546-170X Numbering: – Type: volume Value: 32 – Type: issue Value: 2 Titles: – TitleFull: Nature medicine Type: main |
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