Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.

Research paper from Europe PMC. Evidence status: source reported.

Published

2016-12-01

Source reference

MED:27898976

DOI

10.1001/jama.2016.17216

Jurisdiction

Not assessed

Licence

Bibliographic metadata only; article rights retained

Gulshan V, Peng L, Coram M, Stumpe MC, Wu D, Narayanaswamy A, Venugopalan S, Widner K, Madams T, Cuadros J, Kim R, Raman R, Nelson PC, Mega JL, Webster DR. · JAMA · research support, non-u.s. gov't; validation study; journal article · Found via: ClinicalTrials.gov result publication

Source: https://europepmc.org/article/MED/27898976. Captured 2026-10-23.

Limitations: Listed by a ClinicalTrials.gov registration as a result publication of that study, and fetched by its PubMed ID. The registry's listing is the sponsor's statement; it does not confirm which data the paper used. Preprints may not be peer reviewed.