Skip to main content

Table 4 Common publicly available databases

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

  1. FP = fundus photograph; DR = diabetic retinopathy