Representation learning to advance multi-institutional studies with electronic health record data from US and France.

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Title: Representation learning to advance multi-institutional studies with electronic health record data from US and France.
Authors: Zhou D; Department of Statistics and Data Science, National University of Singapore, Singapore, Singapore.; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Tong H; Department of Statistics, Columbia University, New York, NY, USA., Wang L; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Liu S; Harvard Medical School, Boston, MA, USA., Xiong X; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Gan Z; Department of Statistics, University of Chicago, Chicago, IL, USA., Romain G; INSERM, Bordeaux Population Health Research Center, University Bordeaux, Bordeaux, France.; Service d'Information Médicale, CHU de Bordeaux, Bordeaux, France., Hejblum BP; INSERM, Bordeaux Population Health Research Center, University Bordeaux, Bordeaux, France.; Inria SISTM Team, Talence, France., Liu YC; Duke University, Durham, NC, USA., Hong C; Duke University, Durham, NC, USA., Bonzel CL; Harvard T.H. Chan School of Public Health, Boston, MA, USA.; Harvard Medical School, Boston, MA, USA., Cai T; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Pan K; Brown University, Providence, RI, USA., Ho YL; VA Boston Healthcare System, Boston, MA, USA., Costa L; VA Boston Healthcare System, Boston, MA, USA., A Panickan V; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA., Gaziano JM; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Mandl KD; Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA., Jouhet V; INSERM, Bordeaux Population Health Research Center, University Bordeaux, Bordeaux, France.; Service d'Information Médicale, CHU de Bordeaux, Bordeaux, France., Thiebaut R; INSERM, Bordeaux Population Health Research Center, University Bordeaux, Bordeaux, France.; Service d'Information Médicale, CHU de Bordeaux, Bordeaux, France.; Inria SISTM Team, Talence, France., Xia Z; Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA., Cho K; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Liao K; Harvard Medical School, Boston, MA, USA. kliao@bwh.harvard.edu.; VA Boston Healthcare System, Boston, MA, USA. kliao@bwh.harvard.edu.; Brigham and Women's Hospital, Boston, MA, USA. kliao@bwh.harvard.edu., Cai T; Harvard T.H. Chan School of Public Health, Boston, MA, USA. tcai@hsph.harvard.edu.; Harvard Medical School, Boston, MA, USA. tcai@hsph.harvard.edu.; VA Boston Healthcare System, Boston, MA, USA. tcai@hsph.harvard.edu.
Source: Nature communications [Nat Commun] 2026 Apr 03; Vol. 17 (1). Date of Electronic Publication: 2026 Apr 03.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2041-1723
DOI:10.1038/s41467-026-71152-1