Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy.

Deep learning algorithms can improve the accuracy of, and confidence in, DR diagnosis in an assisted read setting. They also may increase time on task, although these effects may be ameliorated with experience.