A deep network DeepOpacityNet for detection of cataracts from color fundus photographs.
Amr ElsawyTiarnan D L KeenanQingyu ChenAlisa T ThavikulwatSanjeeb BhandariTen Cheer QuekJocelyn Hui Lin GohYih-Chung ThamChing-Yu ChengEmily Y ChewZhiyong LuPublished in: Communications medicine (2023)
DeepOpacityNet could detect cataracts from CFPs in AREDS2 with performance superior to that of ophthalmologists and generate interpretable results. The code and models are available at https://github.com/ncbi/DeepOpacityNet ( https://doi.org/10.5281/zenodo.10127002 ).