From: Application of machine learning in ophthalmic imaging modalities
Datasets | Imaging Modalities | Population | Amount | Annotation |
---|---|---|---|---|
Kaggle | FP | United States | 53,576 | DR |
EyePACS [54] | FP | United States | 35,126 | DR |
MESSIDOR [54] | FP | France | 1200 | DR; Macular edema |
E-OPHTHA [69] | FP | France | 463 | DR |
HRF [70] | FP | Germany | 45 | DR; Glaucoma; Optic Disk; Vessel; |
DRIVE | FP | Netherlands | 40 | DR; Vessel |
RIGA [71] | FP | France; Saudi Arabia | 760 | Glaucoma |
ORIGA-650 [72] | FP | Singapore | 650 | Glaucoma |
DRISHTI-GS [73] | FP | India | 101 | Glaucoma |
INSPRIRE-AVR [74] | FP | United States | 40 | Glaucoma |
REVIEW [75] | FP | United Kingdom | 16 | Vascular disease |