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Foundation Model-Guided Synthetic EHR Release: Performance Enhancement with Privacy Preservation.

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Title: Foundation Model-Guided Synthetic EHR Release: Performance Enhancement with Privacy Preservation.
Authors: Zhu R; Yale University, New Haven, CT, USA., Zhou X; The Hospital for Sick Children, Toronto, ON, Canada., Liang I; Yale University, New Haven, CT, USA., Scherer SW; The Hospital for Sick Children, Toronto, ON, Canada., Xu K; Yale University, New Haven, CT, USA., Ohno-Machado L; Yale University, New Haven, CT, USA.
Source: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science [AMIA Jt Summits Transl Sci Proc] 2026 Jun 01; Vol. 2026, pp. 614-622. Date of Electronic Publication: 2026 Jun 01 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: AMIA Country of Publication: United States NLM ID: 101539486 Publication Model: eCollection Cited Medium: Internet ISSN: 2153-4063 (Electronic) NLM ISO Abbreviation: AMIA Jt Summits Transl Sci Proc Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42317844
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Foundation Model-Guided Synthetic EHR Release: Performance Enhancement with Privacy Preservation.
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  Data: <searchLink fieldCode="AU" term="%22Zhu+R%22">Zhu R</searchLink>; Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Zhou+X%22">Zhou X</searchLink>; The Hospital for Sick Children, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Liang+I%22">Liang I</searchLink>; Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Scherer+SW%22">Scherer SW</searchLink>; The Hospital for Sick Children, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Xu+K%22">Xu K</searchLink>; Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Ohno-Machado+L%22">Ohno-Machado L</searchLink>; Yale University, New Haven, CT, USA.
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  Data: <searchLink fieldCode="JN" term="%22101539486%22">AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science</searchLink> [AMIA Jt Summits Transl Sci Proc] 2026 Jun 01; Vol. 2026, pp. 614-622. <i>Date of Electronic Publication: </i>2026 Jun 01 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22AMIA%22">AMIA </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101539486 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2153-4063 (Electronic) <i>NLM ISO Abbreviation: </i>AMIA Jt Summits Transl Sci Proc <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42317844
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      – Code: eng
        Text: English
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      Pagination:
        StartPage: 614
    Titles:
      – TitleFull: Foundation Model-Guided Synthetic EHR Release: Performance Enhancement with Privacy Preservation.
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            NameFull: Zhu R
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            NameFull: Zhou X
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            NameFull: Xu K
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            – D: 01
              M: 06
              Text: 2026 Jun 01
              Type: published
              Y: 2026
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              Value: 2026
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            – TitleFull: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
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