Table 3. List of fundus and OCT imaging datasets.
| Sr.# | Database | Status | ||
|---|---|---|---|---|
| Freely available | On-demand | Not available | ||
| Fundus datasets | ||||
| 1 | DR1 | √ | ||
| 2 | DR2 | √ | ||
| 3 | ARIA | √ | ||
| 4 | FAZ | √ | ||
| 5 | CHASE-DB1 | √ | ||
| 6 | Messidor | √ | ||
| 7 | Messidor-2 | √ | ||
| 8 | DRIVE | √ | ||
| 9 | DIARETDB0 | √ | ||
| 10 | STARE | √ | ||
| 11 | DIARETDB1 | √ | ||
| 12 | ROC | √ | ||
| 13 | Kaggle | √ | ||
| 14 | E-Ophtha | √ | ||
| 15 | DRiDB | √ | ||
| 16 | AGAR300 | √ | ||
| 17 | APTOS 2019 Blindness Detection | √ | ||
| 18 | Diabetic retinopathy detection | √ | ||
| 19 | IDRiD | √ | ||
| 20 | Diabetic retinopathy debrecen | √ | ||
| 21 | Retinal-lesions | √ | ||
| 22 | RFMiD | √ | ||
| 23 | FGADR | √ | ||
| 24 | Kaggle EyePACS | √ | ||
| 25 | DDR-dataset | √ | ||
| 26 | TMUMDH | √ | ||
| 27 | Moorfields Eye Hospital | √ | ||
| 28 | CLEOPATRA | √ | ||
| 29 | JMU | √ | ||
| 30 | SNDRSP | √ | ||
| 31 | LECHC DR India | √ | ||
| 32 | KMCM, India | √ | ||
| 33 | Southwest Medical University | √ | ||
| 34 | Rawalpindi Medical University, Pakistan | √ | ||
| 35 | University of California | √ | ||
| 36 | Silchar Medical College and Hospital | √ | ||
| 37 | Aravind Eye Hospital, Coimbatore | √ | ||
| 38 | 2nd Affiliated Hospital, Eye Center at Zhejiang University | √ | ||
| 39 | HUPM, Cádiz, Spain | √ | ||
| OCT datasets | ||||
| 1 | BIOMISA | √ | ||
| 2 | Dukes | √ | ||
| 3 | OPTIMA cyst segmentation challenge | √ | ||
| 4 | NEH | √ | ||
| 5 | Mendeley (Kermany dataset) | √ | ||
| 6 | Dukes2 | √ | ||
| 7 | Retinal OCT classification challenge | √ | ||
| 8 | RETOUCH | √ | ||
| 9 | OCTID | √ | ||
| 10 | Zhang dataset | √ | ||
| 11 | Rabbani | √ | ||
| 12 | Diabetic retinopathy retinal OCT images | √ | ||
| 13 | ROAD (OCT-A dataset) | √ | ||
| 14 | University of Louisville Hospital (OCT data) | √ | ||
AGAR, Agarwal; APTOS, Asia Pacific Tele-Ophthalmology Society; ARIA, automated retinal image analysis; BIOMISA, biomedical image and signal analysis; CHASE-DB1, child health and study England-database 1; CLEOPATRA, CLinical Evaluation Of Pertuzumab And TRAstuzumab; DDR, dataset for diabetic retinopathy; DIARETDB, diabetic retinopathy database; DR, diabetic retinopathy; DRiDB, diabetic retinopathy image database; DRIVE, digital retinal images for vessel extraction; E-Ophtha, ophthalmology; EyePACS, eye picture archive communication system; FAZ, foveal avascular zone; FGADR, fine-grained annotated diabetic retinography; HUPM, Hospital Universitario Puerta del Mar; IDRiD, Indian diabetic retinopathy image dataset; JMU, Jichi Medical University; KMCM, Kasturba Medical College, Manipal; LECHC, Lotus Eye Care Hospital Coimbatore; Messidor, methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology; NEH, Noor Eye Hospital; OCT, optical coherence tomography; OCT-A, OCT-angiography; OCTID, OCT image retinal database; OPTIMA, ophthalmic image analysis; RETOUCH, retinal OCT fluid challenge; RFMiD, retinal fundus multi-disease image dataset; ROC, retinopathy online challenge; ROAD, retinal OCT-A diabetic retinopathy; SNDRSP, Singapore National Diabetic Retinopathy Screening Program; STARE, structured analysis of the retina; TMUMDH, Tianjin Medical University Metabolic Diseases Hospital.