Visualizing Deep Learning Models for the Detection of Referable Diabetic Retinopathy and Glaucoma

Importance Convolutional neural networks have recently been applied to ophthalmic diseases; however, the rationale for the outputs generated by these systems is inscrutable to clinicians. A visualization tool is needed that would enable clinicians to understand important exposure variables in rea…