Use of Smartphones to Detect Diabetic Retinopathy: Scoping Review and Meta-Analysis of Diagnostic Test Accuracy Studies.

Choon Han Tan Bhone Myint Kyaw Helen Elizabeth Smith Colin S H Tan Lorainne Tudor Car

Published in: Journal of medical Internet research (2020)

We found heterogeneous evidence showing that smartphone ophthalmoscopy performs well in detecting DR. The diagnostic accuracy for PDR was highest. Future studies should standardize reference criteria and classification criteria and evaluate other available forms of smartphone ophthalmoscopy in primary care settings.

Keyphrases

diabetic retinopathy
primary care
case control
optical coherence tomography
machine learning
deep learning