Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
Related research data
Our code is open sourced under a MIT license: https://github.com/mikevoets/jama16-retina-replication. Our EyePACS and Messidor-2 gradability grades are in the same repository. The data underlying the results presented in the study are available from:
1. Kaggle EyePACS data: https://www.kaggle.com/c/diabetic-retinopathy-detection (a free Kaggle account is required to access the data).
2. Messidor-2 data: https://medicine.uiowa.edu/eye/abramoff (publicly available).