全球94个开放获取数据库特征——《全球眼科图像公开数据库使用指南(2022)》附表
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《全球眼科图像公开数据库使用指南(2022)》一文刊发于《眼科新进展》2022年第42卷第12期925-931页。引文格式:中国医药教育协会数字影像与智能医疗分会,中国医药教育协会智能医学专委会. 全球眼科图像公开数据库使用指南(2022)[J].眼科新进展,2022,42(12): 925-931.doi:10.13389/j.cnki.rao.2022.0190.




数据库名称数据库类型数据获取方式链接国家/地区患者数量图像数量病种成像类型成像设备文件格式
ACRIMA开放获取下载ZIP文件https://figshare.com/s/
c2d31f850af14c5b5232
西班牙NR705青光眼和健康眼眼底照片TRC retina camera (Topcon, 日本)JPEG
Dataset for AO-SLO cone photoreceptor automatic segmentation and analysis; 2013 Chiu开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
NR21840健康眼和一位绿色盲患者AO-SLO照片Confocal adaptive optics scanning laser ophthalmoscope (unspecified)MAT
Asia Pacific Tele-Ophthalmology Society开放获取创建Kaggle帐户下载ZIP文件https://www.kaggle.com/
c/aptos2019-blindness
-detection/data
印度NR5590糖尿病视网膜病变和健康眼眼底照片Fundus camera (unspecified)PNG
Arteriovenous Nicking开放获取下载ZIP文件https://people.eng.unimelb.
edu.au/thivun/projects/
AV_nicking_quantification/
NRNR90NR眼底照片NRPNG
BioMediTech开放获取下载ZIP文件https://figshare.com/s/
d6fb591f1beb4f8efa6f
NRNR195NR相差显微镜照片Eclipse TE200S phase contrast microscope (Nikon, 日本)TIFF
CASIA Iris Ageing*开放获取创建帐户下载ZIP文件http://biometrics.idealtest.
org/findTotalDbByMode.
do?mode=Iris
中国5026 038NR眼前节虹膜照片H100 (IrisGuard, 英国), AD100 (IrisGuard),和Irispass-h (OKI, 日本)BMP
CASIA Iris Image Version 4开放获取创建帐户下载ZIP文件http://biometrics.idealtest.
org/findTotalDbByMode.
do?mode=Iris
中国180054 601NR眼前节虹膜照片Close-up iris camera (CASIA, 中国), IRISPASS-h (OKI, 日本), long-range iris camera (CASIA),和IKEMB-100 (IrisKing, 中国)JPEG
CASIA Iris Mobile开放获取创建帐户下载ZIP文件http://biometrics.idealtest.
org/findTotalDbBy
Mode.do?mode=Iris
中国63011 000NR眼前节虹膜照片Near-infrared iris imaging module v1 and v2 (CASIA) and a domestic mobile telephone with near-infrared iris-scanning technology (CASIA)JPEG
Retina开放获取创建Kaggle帐户下载ZIP文件https://www.kaggle.com/
jr2ngb/cataractdataset
NRNR601青光眼、白内障、视网膜病和健康眼眼底照片NRPNG
Cataract-101开放获取下载ZIP文件https://doi.org/10·5281/
zenodo.1220951
澳大利亚101101白内障白内障手术视频Camera (unspecified)MPEG-4 part 14
Child Heart Health Study in England开放获取下载ZIP文件https://blogs.kingston.
ac.uk/retinal/chasedb1/
英国1428健康眼眼底照片NM-200D handheld fundus camera (Nidek, 日本)JPEG
2014 Srinivasan开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国453231糖尿病视网膜病变、年龄相关性黄斑变性和健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering, 德国)TIFF
Contact Lens Anterior Segment–Optical Coherence Tomography Understanding DatasetAoR提供邮箱获得链接下载ZIP文件http://www.varpa.es/
research/ophtalmology.
html#cloud
西班牙16112NROCTOCT Cirrus 500 scanner (Carl Zeiss Meditec, 德国) with an anterior segment module for users of scleral contact lensJPEG
Cone Detection开放获取下载ZIP文件https://github.com/David
Cunefare/CNN-Cone-
Detection
美国18264健康眼AO-SLO照片Split detector adaptive optics scanning laser ophthalmoscope (unspecified)TIFF
Rotterdam Ophthalmic Data Repository Cornea开放获取下载ZIP文件http://www.rodrep.com/
data-sets.html
荷兰2352Fuchs角膜内皮营养不良活体共聚焦显微镜ConfoScan 4 confocal microscope (Nidek Technologies, 意大利)PNG
Corneal Endothelial Cell开放获取下载ZIP文件https://github.com/
daboe01/SREP-18–
33533B
NR385385角膜病和健康眼镜面显微镜角膜内皮细胞照片SP-3000 specular microscope (Topcon)TIFF
Corneal Heidelberg OCT开放获取从谷歌驱动器下载文件https://sites.google.com/
site/hosseinrabbanik
horasgani/datasets-1/
corneal-oct
伊朗15579健康眼OCTHeidelberg SPECTRALIS OCT HRA system (Heidelberg Engineering)MAT
Corneal 3D Reconstruction开放获取填写表格并通过电子邮件获得下载ZIP文件的链接http://bioimlab.dei.
unipd.it/
Data%20Sets.htm
意大利3356NR活体共聚焦显微镜ConfoScan 4 confocal microscope (Nidek Technologies)JPEG
Corneal Nerve开放获取填写表格并通过电子邮件获得下载ZIP文件的链接http://bioimlab.dei.
unipd.it/
Data%20Sets.htm
意大利9090健康眼活体共聚焦显微镜ConfoScan 4 confocal microscope (Nidek Technologies)JPEG
Corneal Nerve Tortuosity开放获取填写表格并通过电子邮件获得下载ZIP文件的链接http://bioimlab.dei.
unipd.it/
Data%20Sets.htm
日本3030糖尿病、剥脱综合征、圆锥角膜和健康眼活体共聚焦显微镜Heidelberg retina tomograph II with rostock corneal module (Heidelberg Engineering)TIFF
Retinal Fundus and OCT开放获取下载ZIP文件https://sites.google.com/
site/
hosseinrabbanik
horasgani/datasets-1/
vessel-reg-oct-fundus
伊朗2244视网膜病OCT和眼底照片3D OCT-1000 (Topcon)MAT (OCT)和JPEG (Fundus)
2013 Fang开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国13195健康眼OCTSD-OCT imaging system (Bioptigen, 美国)TIFF
2012 Fang开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国1751年龄相关性黄斑变性和健康眼OCTSD-OCT imaging system (Bioptigen)TIFF
Digital Extraction from Retinal Images of Veins and Arteries开放获取下载ZIP文件https://medicine.uiowa.
edu/eye/abramoff/
荷兰5050糖尿病视网膜病变和健康眼眼底照片Topcon NW100 (Topcon) and Canon CR5–45NM (Canon, 日本), non-mydriatic colour fundus camerasTIFF
Standard Diabetic Retinopathy Database Calibration Level 0开放获取下载ZIP文件http://www.it.lut.fi/
project/
imageret/diaretdb0/
芬兰NR130糖尿病视网膜病变和健康眼眼底照片Digital fundus camera (unspecified)PNG
Standard Diabetic Retinopathy Database Calibration Level 1开放获取下载ZIP文件http://www.it.lut.fi/
project/
imageret/diaretdb1/
index.html
芬兰NR89糖尿病视网膜病变和健康眼眼底照片Digital fundus camera (unspecified)PNG
Diabetic Retinopathy, Hypertension, Age-related Macular Degeneration and Glaucoma Images开放获取下载ZIP文件https://personalpages.
manchester.
ac.uk/staff/niall.p.
mcloughlin/
英国3839糖尿病视网膜病变、高血压性视网膜病变、青光眼和年龄相关性黄斑变性眼底照片TRC-NW6s (Topcon), TRC-NW8 (Topcon), or CR-DGi fundus camera (Canon)JPEG和PNG
DR1开放获取下载ZIP文件https://figshare.com/
articles/Advancing_
Bag_of_Visual_
Words_Representations_
for_Lesion_Classification_
in_Retinal_Images/
953671/2
巴西NR1077糖尿病视网膜病变和健康眼眼底照片TRC-50X mydriatic camera (Topcon)TIFF
DR2开放获取下载ZIP文件https://figshare.com/
articles/Advancing_
Bag_of_Visual_
Words_Representations_
for_Lesion_Classification
_in_Retinal_Images/
953671/3
巴西NR520糖尿病视网膜病变和健康眼眼底照片TRC-NW8 retinograph (Topcon) with a D90 camera (Nikon, 日本)TIFF
Diabetic Retinopathy Image Database开放获取单独下载每个图像http://isbb.ktu.edu.tr/
multimedia/drimdb/
土耳其NR216NR眼底照片CF-60UVi fundus camera (Canon)JPEG
Digital Retinal Images for Optic Nerve Segmentation开放获取下载ZIP文件http://www.ia.uned.es/
~ejcarmona/DRIONS-
DB.html
西班牙55110高血压性视网膜病和青光眼眼底照片Colour analogical fundus camera (unspecified)JPEG
Drishti-GS1开放获取通过填写表格注册下载ZIP文件http://cvit.iiit.ac.in/
projects/mip/
drishti-gs/mip-data
set2/Home.php
印度NR101青光眼和健康眼眼底照片NRPNG
Digital Retinal Images for Vessel Extraction开放获取创建帐户下载ZIP文件https://www.isi.uu.nl/
Research/Data
bases/DRIVE/
荷兰40040糖尿病视网膜病变和健康眼眼底照片CR5 non-mydriatic 3CCD camera (Canon)JPEG
Duke OCT开放获取从Dropbox下载文件http://people.duke.edu/
~sf59/RPEDC_Ophth_
2013_dataset.htm
美国38438 400年龄相关性黄斑变性和健康眼OCTSD-OCT imaging system (Bioptigen)MAT
Glaucoma Fundus开放获取下载ZIP文件https://dataverse.harvard.
edu/dataset.xhtml
persistentId=doi:10.791/
DVN/1YRRAC
韩国15421542青光眼和健康眼眼底照片AFC-330 non-mydriatic auto fundus camera (Nidek)PNG
E-ophtha开放获取填写表格并通过电子邮件发送代码以下载ZIP文件http://www.adcis.net/
en/third-party/e-ophtha/
法国NR463糖尿病视网膜病变和健康眼眼底照片NRJPEG
Eye Picture Archive Communication System开放获取创建Kaggle帐户下载ZIP文件http://www.eyepacs.com/
data-analysis
美国NR88 702糖尿病视网膜病变眼底照片Centervue DRS (Centervue, 意大利), Optovue iCam (Optovue, 美国), Canon CR1/DGi/CR2 (Canon),和Topcon NW (Topcon)JPEG
2015 Rabbani开放获取从Dropbox下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国2448糖尿病视网膜病变眼底荧光素血管造影照片和视频Heidelberg SPECTRALIS OCT HRA system (Heidelberg Engineering)TIFF
Fundus Image Registration Dataset开放获取下载ZIP文件https://www.ics.forth.gr/
cvrl/fire/
希腊39268NR眼底照片AFC-210 fundus camera (Nidek)JPEG
Fundus Fluorescein Angiogram and Colour Fundus开放获取下载ZIP文件https://sites.google.com
/site/hosseinrabbanik
horasgani/datasets-5
伊朗60120糖尿病视网膜病变和健康眼眼底荧光素血管造影照片和眼底照片NRJPEG
Fundus Fluorescein Angiogram开放获取下载ZIP文件https://sites.google.com
/site/hosseinrabbanik
horasgani/datasets-3
伊朗7070糖尿病视网膜病变和健康眼眼底荧光素血管造影照片NRJPEG
Fundus Images with Exudates开放获取下载ZIP文件https://sites.google.com
/site/hosseinrabbanik
horasgani/datasets-1
/fundus-images-
with-exudates
伊朗NR35糖尿病视网膜病变眼底照片NRJPEG
Hamilton Eye Institute Macular Edema开放获取下载ZIP文件https://github.com/
lgianca
UTH/HEI-MED
美国910169糖尿病视网膜病变和健康眼眼底照片Visucam PRO fundus camera (ZEISS, 德国)JPEG
High-Resolution Fundus Quality Assessment开放获取下载ZIP文件https://www5.cs.fau.
de/research/data/
fundus-images/
德国和捷克共和国1836NR眼底照片CR-1 fundus camera (Canon)JPEG
High-Resolution Fundus Segmentation开放获取下载ZIP文件https://www5.cs.fau.
de/research/data/
fundus-images/
德国和捷克共和国4545糖尿病视网膜病变、青光眼和健康眼眼底照片CF-60UVi camera (Canon)JPEG
iChallenge age related macular degeneration开放获取创建百度账号下载ZIP文件http://ai.baidu.com/
broad/introduction
中国NR1200年龄相关性黄斑变性和健康眼眼底照片NRJPEG
iChallenge Pathological Myopia开放获取创建百度账号下载ZIP文件https://ichallenges.grand-
challenge.org/
iChallenge-AMD/
中国NR1200近视和健康眼眼底照片Visucam 500 fundus camera (ZEISS)JPEG
Indian Diabetic Retinopathy Image Dataset开放获取创建百度账号下载ZIP文件https://idrid.grand-
challenge.org/Rules/
印度NR516糖尿病视网膜病变和健康眼眼底照片VX-10 alpha digital fundus camera (Kowa, 美国)JPEG
Iowa Normative Set for Processing Images of the Retina—Arteriovenous ratio开放获取填写表格并通过电子邮件获得下载ZIP文件的链接https://medicine.uiowa.
edu/eye/inspire-datasets
美国NR40青光眼眼底照片Fundus camera (Carl Zeiss Meditec)JPEG
Iowa Normative Set for Processing Images of the Retina—Stereo开放获取填写表格并通过电子邮件获得下载ZIP文件的链接https://medicine.uiowa.
edu/eye/inspire-datasets
美国1530青光眼立体眼底照片3Dx digital stereo retinal camera (Nidek)TIFF
IOSTAR Retinal Vessel开放获取注册后下载ZIP文件http://www.retinacheck.
org/download-iostar-
retinal-vessel-
segmentation-dataset
荷兰和中国NR30NRSLO照片EasyScan camera (i-Optics, 荷兰)JPEG
Jichi DR开放获取下载ZIP文件https://journals.plos.org/
plosone/article?id=10.1371/journal.
pone.0179790 #sec006
日本27409939糖尿病视网膜病变和健康眼眼底照片AFC-230 fundus camera (Nidek)JPEG
Joint Shantou International Eye Centre开放获取下载ZIP文件https://www.kaggle.com/
linchundan/fundus
image1000
中国NR1000疾病清单 1 (见文末)眼底照片NRJPEG
Kermany/Guangzhou开放获取下载ZIP文件https://data.mendeley.
com/datasets/rscbj
br9sj/3
美国和中国5319109 312糖尿病视网膜病变,玻璃疣,脉络膜新生血管,健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)JPEG
Large-scale Attention-based GlaucomaAoR给作者发邮件获得密码后从Dropbox下载https://github.com/
smilell/AG-CNN
中国NR4854青光眼和健康眼眼底照片NRJPEG
Rotterdam Ophthalmic Data Repository DR开放获取下载ZIP文件http://www.rodrep.com/
data-sets.html
荷兰701120糖尿病视网膜病变眼底照片TRC-NW65 non-mydriatic digital fundus camera (Topcon)PNG
Messidor-2开放获取填表后通过邮件验证码下载ZIP文件http://www.adcis.net/en/
third-party/messidor2/
法国8741748糖尿病视网膜病变眼底照片TRC-NW6 non-mydriatic fundus camera (Topcon)JPEG和PNG
Miles Iris开放获取下载ZIP文件https://drive.google.com/
drive/folders/0B5OBp4
zckpLnYkpBcWlubC0tcTA
NRNR832NR眼前节虹膜照片NRJPEG
MRL Eye开放获取下载ZIP文件http://mrl.cs.vsb.cz/
eyedataset
NR3784 898健康眼眼前节照相Intel RealSense RS 300 (Intel, 美国), IDS Imaging sensor (IDS Imaging Development Systems, 德国),和Aptina sensor (Aptina Imaging, 美国)PNG
Noor Hospital开放获取需要密码才能解密可下载ZIP文件中的图像https://drive.google.com/
file/d/1iSiFfD5LpLAS
rFUZu13uMFSRcF
EjvbSq/view
伊朗1484142糖尿病视网膜病变、年龄相关性黄斑变性和健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)TIFF
2015 Chiu开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国1010糖尿病视网膜病变OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)MAT
Healthy OCT and Fundus开放获取需要密码才能访问可下载ZIP文件中的图像https://sites.google.com/
site/
hosseinrabbanik
horasgani/datasets-1/
oct-fundus-right-left
NR50100健康眼OCT和眼底照片3D OCT Topcon device (Topcon)MAT和JPEG
OCT Glaucoma Detection开放获取下载ZIP文件https://zenodo.org/
record/1481223
#.Xr06Q2gzbIU
NR6241100青光眼和健康眼OCTCirrus SD-OCT scanner (ZEISS)NumPy Array File
OCTAGONAoR提供电子邮件地址以接收下载ZIP文件的链接、用户名和密码http://www.varpa.es/
research/ophtalmology.
html
西班牙213213糖尿病视网膜病变和健康眼OCTADRI OCT Triton (Topcon)JPEG和TIFF
Optical Coherence Tomography Retinal Image Analysis 3D开放获取下载ZIP文件https://journals.plos.org/
plosone/article?id=
10.1371/journal.pone.
0133908#sec002
NR1010健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)MAT
Ocular Disease Intelligent Recognition开放获取申请并等待请求批准下载数据集https://odir2019.grand-
challenge.org/Download/
中国50008000糖尿病视网膜病变、高血压性视网膜病变、青光眼、年龄相关性黄斑变性、白内障、近视、其他疾病和健康眼眼底照片Fundus camera (Canon), Fundus camera (ZEISS),和Fundus camera (Kowa)JPEG
Optic Nerve Head Segmentation Dataset开放获取下载ZIP文件http://www.aldiri.info/
Image%20Data
sets/ONHSD.aspx
英国5099糖尿病视网膜病变眼底照片CR6 45MNf fundus camera (Canon)BMP
Ophthalmic Slit Lamp开放获取下载ZIP文件https://plos.figshare.
com/articles/Predicting_
the_progression_of_
ophthalmic_
disease_based_on_slit-amp_images_using_
a_deep_temporal_
sequence_network/
6883823
中国NR60白内障裂隙灯照片Slit Lamp (unspecified)JPEG
Canada OCT Retinal Images开放获取下载ZIP文件https://dataverse.
scholars
portal.info/
dataverse/OCTID
印度NR470糖尿病视网膜病变、年龄相关性黄斑变性、黄斑裂孔、中央浆液性视网膜病变和健康眼OCTCirrus HD-OCT machine (Carl Zeiss Meditec)JPEG
Online Retinal Fundus Image Dataset for Glaucoma Analysis and Research—650开放获取下载ZIP文件https://drive.google.
com/drive/folders/
1VPCvVsPgrfP
NIl932xgU3XC_
WFLUsXJR
新加坡3280650青光眼和健康眼眼底照片NRJPEG
Project MACulopathy Unveiled by Laminar Analysis开放获取分别下载每个图像https://link.springer.com/
article/10.1007%2Fs11517
–018–1915-z#Sec2
美国NR239年龄相关性黄斑变性和健康眼OCT和眼底照片Digital camera (Nikon)和Heidelberg SPECTRALIS OCT HRA system (Heidelberg Engineering)JPEG
Corneal Nerve Plexus开放获取下载ZIP文件https://figshare.com/
collections/SBP_
Mosaic_Dataset/3950197
瑞典82164糖尿病视网膜病变和健康眼活体共聚焦显微镜Laser-scanning in vivo confocal microscopy (unspecified)TIFF
RetinaCheck-Microaneurysm开放获取注册后获取链接以下载ZIP文件http://www.retinacheck.
org/download-
iostar-retinal-vessel-
segmentation-dataset
荷兰和中国NR250NR眼底照片DRS non-mydriatic fundus camera (Centervue, 意大利)JPEG
RetinaCheck-Scanning Laser Ophthalmoscopy vessel patch开放获取注册后获取链接以下载ZIP文件http://www.retinacheck.
org/download-
iostar-retinal-vessel-
segmentation-dataset
荷兰和中国NR40NRSLO照片EasyScan camera (i-Optics)TIFF
RetinaCheck-Scanning Laser Ophthalmoscopy-Microaneurysm开放获取注册后获取链接以下载ZIP文件http://www.retinacheck.
org/download-
iostar-retinal-vessel-
segmentation-dataset
荷兰和中国NR58NRSLO照片EasyScan camera (i-Optics)TIFF
Retinal Fundus Glaucoma Challenge开放获取创建百度账号下载ZIP文件https://ai.baidu.com/
broad/download
dataset=gon
中国NR1200青光眼和健康眼眼底照片Visucam 500 fundus camera (ZEISS)和Canon CR-2 camera (Canon)JPEG
Retinal Vessel Tortuosity开放获取填写表格并通过电子邮件获得下载ZIP文件的链接http://bioimlab.dei.
unipd.it/
Data%20Sets.htm
意大利3460高血压性视网膜病变和健康眼眼底照片TRC 50 fundus camera (Topcon)JPEG
Retinal Vessel Image set for Estimation of Widths开放获取下载ZIP文件http://www.aldiri.info/
Image%20
Datasets/Review.aspx
英国NR16糖尿病视网膜病变眼底照片Canon 60 UV film camera (Canon), Fundus camera (ZEISS),和JVC 3CCD (JVC, 日本)JPEG和BMP
Retinal fundus Images for Glaucoma Analysis开放获取下载ZIP文件https://deepblue.lib.
umich.edu/
data/concern/data_sets/
3b591905z?locale=en
沙特阿拉伯和法国NR750青光眼和健康眼眼底照片Mydriatic和non-mydriatic retinal camera (unspecified)TIFF和JPEG
RIM-ONE Version 2开放获取下载ZIP文件http://medimrg.webs.
ull.es/
西班牙NR455青光眼和健康眼眼底照片AFC-210 fundus camera (Nidek) with a body of Canon EOS 5D Mark II (Canon)JPEG
RIM-ONE Version 3开放获取下载ZIP文件http://medimrg.webs.
ull.es/
西班牙NR159青光眼和健康眼立体眼底照片AFC-210 fundus camera (Nidek) with a body of Canon EOS 5D Mark II (Canon)JPEG
Retina Online Challenge开放获取填写表格并通过电子邮件获得下载ZIP文件的链接http://webeye.ophth.
uiowa.edu/ROC/
荷兰NR100糖尿病视网膜病变眼底照片TRC-NW100 (Topcon), TRC-NW200 (Topcon), or CR5–45NM (Canon)JPEG
Retinal Optical Coherence Tomography Classification Challenge开放获取下载ZIP文件https://rocc.grand
-challenge.org/
Participation/
伊朗NR165糖尿病视网膜病变和健康眼OCTSD-OCT device (Topcon)MAT
Investigative Ophthalmology & Visual Science; 2011 Chiu开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国20220年龄相关性黄斑变性OCTSD-OCT imaging system (Bioptigen)MAT
Structured Analysis of the Retina开放获取下载ZIP文件http://cecas.clemson.
edu/~ahoover/stare/
美国NR397疾病清单 2 (见文末)眼底照片TRV-50 fundus camera (Topcon)Portable Pixmap Format
Trachoma开放获取下载ZIP文件https://doi.org/10·6084/
m9.figshare.7551053.v1
尼日尔和埃塞俄比亚85 5501656沙眼和健康眼结膜照片Single-lens reflex camera (unspecified)JPEG
Tsukazaki Hospital开放获取输入姓名、电子邮件地址和单位,接收从Dropbox下载链接和密码https://tsukazaki-ai.github.io/optos_
dataset/
日本538913 047糖尿病视网膜病变、青光眼、年龄相关性黄斑变性、视网膜静脉阻塞、黄斑裂孔、视网膜脱落、视网膜色素变性、视网膜动脉阻塞和健康眼眼底照片200Tx ultrawide-field device (Optos, 英国)JPEG
University of Palackeho and Olomouc Iris开放获取下载ZIP文件http://www.cbsr.ia.ac.cn:
8080/iapr_database.jsp
捷克共和国64384NR眼前节虹膜照片TRC50IA optical device (Topcon) connected with DXC-950P 3CCD camera (Sony, 日本)PNG
Vampire开放获取下载ZIP文件https://vampire.com
puting.dundee.ac.uk/
vesselseg.html
NR28年龄相关性黄斑变性和健康眼广角眼底荧光素血管造影照片P200C retinal imaging (Optos, 英国)PNG和BMP
VARPA images for the computation of the arterio/venular ratioAoR提供电子邮件地址以接收链接,用户名和密码以下载ZIP文件http://www.varpa.es/
research/
ophtalmology.html
西班牙NR58NR眼底照片TRC-NW100 non-mydriatic camera (Topcon)JPEG
VARPA optical datasetAoR电子邮件获取用户名和密码以下载ZIP文件http://www.varpa.es/
research/
optics.html#databases
NRNR128健康眼眼前泪膜照片Tearscope Plus (Keeler, 英国)BMP, JPEG,和PNG
WIDE开放获取下载ZIP文件http://people.duke.edu/
~sf59/software.html
美国3030年龄相关性黄斑变性和健康眼眼底照片200Tx ultrawide-field device (Optos)MAT
William Hoyt开放获取单独下载每个图像https://novel.utah.edu/
Hoyt/
NRNR850视乳头水肿、假性视乳头水肿、局部和全身原因导致的视盘肿胀、先天性视盘异常、视神经萎缩和视网膜疾病眼底照片NRJPEG
Yangxi开放获取下载ZIP文件https://zenodo.org/
record/3393265
#.XazZaOgzbIV
中国582518 394年龄相关性黄斑变性和健康眼眼底照片Non-mydriatic digital fundus camera (Crystalvue, 台湾)Hierarchical Data Format


注:OR:可根据要求提供;AO-SLO:自适应光学扫描激光检眼镜;CASIA:中国科学院自动化研究所;NR:未报告;OA:开放获取;OCT:光学相干断层扫描;SLO:扫描激光检眼镜。

*根据数据集描述中的保守数字估计图像数量。Messidor-2是原始Messidor数据集的更新版本。

疾病清单1:BIETTI晶体营养不良、周围视网膜变性、糖尿病视网膜病变、疑似增生型糖尿病视网膜病变、玻璃体混浊而无增生型糖尿病视网膜病变、高血压性视网膜病、大视杯、视神经萎缩、视盘水肿、视盘牵拉、先天性视盘异常、色素性视网膜炎、有髓神经纤维、眼底肿瘤、眼底黄色斑点症、硅油眼、玻璃体混浊、视网膜前出血、视网膜前膜、视网膜纤维化、视网膜激光斑、棉绒斑、血管扭曲、视网膜分支静脉阻塞、视网膜中央静脉阻塞、视网膜动脉闭塞、中心性浆液性脉络膜视网膜病变、VKH、黄斑病变、黄斑裂孔、孔源性视网膜脱离、病理性近视、豹纹状眼底、脉络膜萎缩、健康眼。

疾病清单2:糖尿病视网膜病变、高血压性视网膜病、年龄相关性黄斑变性、脉络膜新生血管形成、Hollenhorst栓子、视网膜分支动脉闭塞、睫状视网膜动脉闭塞、视网膜分支静脉闭塞、视网膜中央静脉闭塞、视网膜半中央静脉闭塞、动脉硬化性视网膜病变、Coats病、大动脉瘤、眼组织胞浆菌病、痣、视网膜前膜、玻璃疣、视网膜炎、弓形虫病、脉络膜黑色素瘤、有髓神经纤维、视神经萎缩、星状黄斑病、脉络膜视网膜瘢痕、霜支样血管炎、星状玻璃体变性、血管炎、视网膜色素上皮炎、脉络膜血管瘤、其他诊断不明疾病和健康眼。