Diabetic retinopathy is the leading cause of blindness in the working-age population of the developed world. It is estimated to affect over 93 million people.
10 PAPERS • 1 BENCHMARK
Over 1.5K images selected from the public Kaggle DR Detection dataset; Five DR grades (DR0 / DR1 / DR2 / DR3 / DR4), re-labeled by a panel of 45 experienced ophthalmologists; Eight retinal lesion classes, including microaneurysm, intraretinal hemorrhage, hard exudate, cotton-wool spot, vitreous hemorrhage, preretinal hemorrhage, neovascularization and fibrous proliferation; Over 34K expert-labeled pixel-level lesion segments; Multi-task, i.e., lesion segmentation, lesion classification, and DR grading.
6 PAPERS • NO BENCHMARKS YET
DRTiD is a benchmark dataset for DR grading, consisting of 3,100 two-field fundus images.
4 PAPERS • NO BENCHMARKS YET