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This paper is in the following e-collection/theme issue:

Viewpoints on and Experiences with Digital Technologies in Health (287) Health Services in Resource-Poor Settings and LMICs (677) New Technologies (161) Artificial Intelligence (4698)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82360, first published .
Doctors review MRI scans and oral health images on a tablet and computer screen.

From Data Poverty to Data Sovereignty: Operationalizing Gold-Standard Biomedical Datasets in Low- and Middle-Income Countries

From Data Poverty to Data Sovereignty: Operationalizing Gold-Standard Biomedical Datasets in Low- and Middle-Income Countries

Authors of this article:

Shweta Rana1 Author Orcid Image ;   Pranshu Bhagat2, 3 Author Orcid Image ;   Debnath Pal4 Author Orcid Image ;   Sanghamitra Pati5 Author Orcid Image ;   Harpreet Singh1, 6 Author Orcid Image
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Shweta Rana   1 , MPH ;   Pranshu Bhagat   2, 3 , BTech ;   Debnath Pal   4 , PhD ;   Sanghamitra Pati   5 , PhD ;   Harpreet Singh   1, 6 , PhD

1 Division of Development Research, Indian Council of Medical Research, Delhi, New Delhi, India

2 Corporate Strategy & Quality (CEO's office), Piramal Group & Strategy, Mumbai, Maharashtra, India

3 Wadhwani Institute of Artificial Intelligence, New Delhi, New Delhi, India

4 Department of Computational and Data Sciences, Indian Institute of Science (IISc), Bangalore, Karnataka, India

5 Indian Council of Medical Research, Delhi, New Delhi, India

6 Faculty of Medical Sciences, Academy of Scientific and Innovative Research, Ghaziabad, Uttar Pradesh, India

Corresponding Author:

  • Harpreet Singh, PhD
  • Division of Development Research
  • Indian Council of Medical Research
  • Ansari Nagar
  • Delhi, New Delhi
  • India
  • Phone: 91 9999496965
  • Email: hsingh@bmi.icmr.org.in