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Enabling secure discovery in trusted research environments with improved tooling

Abstract:
Biobanks are introducing trusted research environments to enable secure data access, yet they can increase costs and complexity for biomedical researchers who use them. We discuss challenges and solutions and introduce the Python Phenofhy community tool for Our Future Health.
Publication status:
Published
Peer review status:
Peer reviewed

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Files:
Publisher copy:
10.1038/s41591-026-04401-x

Authors

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Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Sub department:
Clinical Trial Service Unit
Oxford college:
St Edmund Hall
Role:
Author
ORCID:
0000-0003-3393-6027
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Sub department:
Clinical Trial Service Unit
Oxford college:
Nuffield College
Role:
Author
ORCID:
0000-0003-1704-0001


More from this funder
Funder identifier:
https://ror.org/0472cxd90
Grant:
835079
More from this funder
Funder identifier:
https://ror.org/03n0ht308
Grant:
ES/W002116/1
More from this funder
Funder identifier:
https://ror.org/03s0fv852


Publisher:
Springer Nature
Journal:
Nature Medicine More from this journal
Place of publication:
United States
Publication date:
2026-05-26
Acceptance date:
2026-04-10
DOI:
EISSN:
1546-170X
ISSN:
1078-8956
Pmid:
42191878


Language:
English
Subtype:
Comment
Pubs id:
2426505
Local pid:
pubs:2426505
Deposit date:
2026-06-12
ARK identifier:

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