deep.learning.diabetic.retinopathy

Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs" (https://jamanetwork.com/journals/jama/fullarticle/2588763)

Implementation

Use CNN shown in the MNIST tutorial of tensowflow, and change train & test images to this case

Summary of Paper (in Japanese)

https://github.com/upura/deep.learning.diabetic.retinopathy/blob/master/summary.md

Slides

http://upura.hatenablog.com/entry/2018/02/10/144204