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Overview

This table presents the class breakdown (healthy and glaucoma), the image type, and the glaucoma types.

Key

  • UG = Unspecified Glaucoma
  • OAG = Open Angle Glaucoma
  • CAG = Closed Angle Glaucoma
  • CSG = Chronic Simple Glaucoma
  • RG = Referable Glaucoma
  • NTG = Normal Tension Glaucoma
  • HTG = High Tension Glaucoma
  • EG = Early Glaucoma
  • MG = Moderate Glaucoma
  • DG = Deep/Severe/Advanced Glaucoma
  • SG = Suspect Glaucoma
  • OCT = Ocular Coherence Tomography
  • AS-OCT = Anterior Segment OCT
  • SD-OCT = Spectral Domain OCT
  • *Contains other non-glaucoma diseases.

Data Table

Dataset Total Healthy Total Glaucoma Image Type Glaucoma Types
AGE 0 4800 AS-OCT CAG, OAG
ACRIMA 309 396 Cropped Fundus UG
BEH 463 171 Full Fundus UG
BIOMISA (fundus) 18 32 Full Fundus SG, UG
BIOMISA (OCT) 18 32 SD-OCT SG, UG
Chaksu-IMAGE 1157 188 Full Fundus SG, UG
CRFO-v4 (fundus) 30 48 Full Fundus UG
CRFO-v4 (OCT) 13 28 SD-OCT UG
DRISHTI-GS1 (test) 13 38 Full Fundus UG
DRISHTI-GS1 (train) 18 32 Full Fundus UG
DR-HAGIS 0 10 Full Fundus UG
EyePACS-AIROGS (train) 98172 3270 Full Fundus RG
EyePACS-AIROGS-light (train) 2500 2500 Full Fundus RG
EyePACS-AIROGS-light (val) 270 270 Full Fundus RG
EyePACS-AIROGS-light (test) 500 500 Full Fundus RG
FIVES 200 200 Full Fundus CAG, OAG
G1020 724 296 Full Fundus UG
GRAPE 0 631 Cropped and Full Fundus OAG, CAG
HARVARD-GF-TRAIN unknown (2100 total) unknown (2100 total) 3D OCT B-scans UG
HARVARD-GF-VAL unknown (300 total) unknown (300 total) 3D OCT B-scans UG
HARVARD-GF-TEST unknown (900 total) unknown (900 total) 3D OCT B-scans UG
HRF 15 15 Full Fundus UG
INSPIRE-AVR (test) 0 40 Full Fundus OAG
INSPIRE-S (fundus) 0 30 Stereo Fundus UG
INSPIRE-S (OCT) 0 30 Depth OCT UG
JSIEC-1000 38 13 Full Fundus SG
KEH 788 756 Cropped Fundus DG, EG
LAG 3882 4875 Full Fundus UG
LES-AV 11 11 Full Fundus NTG, OAG
Leuven-Haifa HRF 56? 138? Full Fundus NTG, HTG
MSHF 26 52 Full Fundus UG
OCTV 263 847 OCT Volume OAG
OIA-ODIR (test-offline) 435 36 Full Fundus UG
OIA-ODIR (test-online) 843 58 Full Fundus UG
OIA-ODIR (train) 3038 200 Full Fundus UG
ORIGA-light 482 168 Full Fundus UG
PAPILA 333 155 Full Fundus CSG, SG
REFUGE1 1080* 120 Full Fundus NTG, OAG
REFUGE2 1720* 280 Full Fundus NTG, OAG
RIM-ONE-r1 118 40 Cropped Fundus DG, EG, MG
RIM-ONE-r2 255 200 Cropped Fundus UG
RIM-ONE-DL (hospital-train) 195 116 Cropped Fundus DG, EG, MG, SG, UG
RIM-ONE-DL (hospital-test) 118 56 Cropped Fundus DG, EG, MG, SG, UG
SIGF 3303 368 Cropped Fundus UG
sjchoi86-HRF 300 101 Full Fundus UG
SMDG (v19) 7499 4946 Full Fundus many
VEIRC 225 139 Full Fundus UG