Real-World Evaluation of AI-Driven Diabetic Retinopathy Screening in Public Health Settings: Validation and Implementation Study
This study highlights the importance of systematic AI validation for responsible clinical integration, demonstrating the potential of DRS to improve health care access in resource-limited public health settings.
Authors
- Luke Vale (ORCID: https://orcid.org/0000-0001-8574-8429)
- Deepmala Budhija (ORCID: https://orcid.org/0009-0007-8095-3766)
- Vaibhav Miglani (ORCID: https://orcid.org/0000-0002-0189-8890)
- Vishali Gupta (ORCID: https://orcid.org/0000-0001-8216-4620)
- Priyanka Verma (ORCID: https://orcid.org/0000-0003-0085-0104)
- Mona Duggal (ORCID: https://orcid.org/0000-0002-9404-2871)
- Geeta Menon (ORCID: https://orcid.org/0009-0003-5996-0137)
- Ankita Kankaria (ORCID: https://orcid.org/0000-0002-4641-7333)
- Ashleigh Kernohan (ORCID: https://orcid.org/0000-0002-5514-3186)
- Preeti Syal (ORCID: https://orcid.org/0009-0003-8461-8528)
- Anshul Chauhan (ORCID: https://orcid.org/0000-0002-2434-935X)
- Naveen Mutyala (ORCID: https://orcid.org/0009-0007-2289-4438)
- Lakshay Kumar (ORCID: https://orcid.org/0009-0007-4026-9935)
- Gagandeep Kaur (ORCID: https://orcid.org/0009-0003-0403-8997)
- Nayanshi Sood (ORCID: https://orcid.org/0000-0003-1329-8267)
- Rishabh Bezbaruah (ORCID: https://orcid.org/0009-0005-8940-8364)
Institutions
- Frimley Health NHS Foundation Trust (GB)
- Department of Health & Family Welfare (IN)
- London School of Hygiene & Tropical Medicine (GB)
- National Institute of Medical Statistics (IN)
- National Institution for Transforming India Aayog (IN)
- Post Graduate Institute of Medical Education and Research (IN)
Publication Details
- Journal
- JMIR Medical Informatics
- Published
- 2025-09-09
- DOI
- https://doi.org/10.2196/67529
- Citations
- 4
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 5.44