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                  全球94個開放獲取數據庫特征——《全球眼科圖像公開數據庫使用指南(2022)》附表
                  發布人:zhengcm 發布時間:2022/11/12 21:38:35  瀏覽次數:9784次
                  【字體: 字體顏色



                  《全球眼科圖像公開數據庫使用指南(2022)》一文刊發于《眼科新進展》2022年第42卷第12期925-931頁。引文格式:中國醫藥教育協會數字影像與智能醫療分會,中國醫藥教育協會智能醫學專委會. 全球眼科圖像公開數據庫使用指南(2022)[J].眼科新進展,2022,42(12): 925-931.doi:10.13389/j.cnki.rao.2022.0190.




                  數據庫名稱數據庫類型數據獲取方式鏈接國家/地區患者數量圖像數量病種成像類型成像設備文件格式
                  ACRIMA開放獲取下載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開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  NR21840健康眼和一位綠色盲患者AO-SLO照片Confocal adaptive optics scanning laser ophthalmoscope (unspecified)MAT
                  Asia Pacific Tele-Ophthalmology Society開放獲取創建Kaggle帳戶下載ZIP文件https://www.kaggle.com/
                  c/aptos2019-blindness
                  -detection/data
                  印度NR5590糖尿病視網膜病變和健康眼眼底照片Fundus camera (unspecified)PNG
                  Arteriovenous Nicking開放獲取下載ZIP文件https://people.eng.unimelb.
                  edu.au/thivun/projects/
                  AV_nicking_quantification/
                  NRNR90NR眼底照片NRPNG
                  BioMediTech開放獲取下載ZIP文件https://figshare.com/s/
                  d6fb591f1beb4f8efa6f
                  NRNR195NR相差顯微鏡照片Eclipse TE200S phase contrast microscope (Nikon, 日本)TIFF
                  CASIA Iris Ageing*開放獲取創建帳戶下載ZIP文件http://biometrics.idealtest.
                  org/findTotalDbByMode.
                  do?mode=Iris
                  中國5026 038NR眼前節虹膜照片H100 (IrisGuard, 英國), AD100 (IrisGuard),和Irispass-h (OKI, 日本)BMP
                  CASIA Iris Image Version 4開放獲取創建帳戶下載ZIP文件http://biometrics.idealtest.
                  org/findTotalDbByMode.
                  do?mode=Iris
                  中國180054 601NR眼前節虹膜照片Close-up iris camera (CASIA, 中國), IRISPASS-h (OKI, 日本), long-range iris camera (CASIA),和IKEMB-100 (IrisKing, 中國)JPEG
                  CASIA Iris Mobile開放獲取創建帳戶下載ZIP文件http://biometrics.idealtest.
                  org/findTotalDbBy
                  Mode.do?mode=Iris
                  中國63011 000NR眼前節虹膜照片Near-infrared iris imaging module v1 and v2 (CASIA) and a domestic mobile telephone with near-infrared iris-scanning technology (CASIA)JPEG
                  Retina開放獲取創建Kaggle帳戶下載ZIP文件https://www.kaggle.com/
                  jr2ngb/cataractdataset
                  NRNR601青光眼、白內障、視網膜病和健康眼眼底照片NRPNG
                  Cataract-101開放獲取下載ZIP文件https://doi.org/10·5281/
                  zenodo.1220951
                  澳大利亞101101白內障白內障手術視頻Camera (unspecified)MPEG-4 part 14
                  Child Heart Health Study in England開放獲取下載ZIP文件https://blogs.kingston.
                  ac.uk/retinal/chasedb1/
                  英國1428健康眼眼底照片NM-200D handheld fundus camera (Nidek, 日本)JPEG
                  2014 Srinivasan開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國453231糖尿病視網膜病變、年齡相關性黃斑變性和健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering, 德國)TIFF
                  Contact Lens Anterior Segment–Optical Coherence Tomography Understanding DatasetAoR提供郵箱獲得鏈接下載ZIP文件http://www.varpa.es/
                  research/ophtalmology.
                  html#cloud
                  西班牙16112NROCTOCT Cirrus 500 scanner (Carl Zeiss Meditec, 德國) with an anterior segment module for users of scleral contact lensJPEG
                  Cone Detection開放獲取下載ZIP文件https://github.com/David
                  Cunefare/CNN-Cone-
                  Detection
                  美國18264健康眼AO-SLO照片Split detector adaptive optics scanning laser ophthalmoscope (unspecified)TIFF
                  Rotterdam Ophthalmic Data Repository Cornea開放獲取下載ZIP文件http://www.rodrep.com/
                  data-sets.html
                  荷蘭2352Fuchs角膜內皮營養不良活體共聚焦顯微鏡ConfoScan 4 confocal microscope (Nidek Technologies, 意大利)PNG
                  Corneal Endothelial Cell開放獲取下載ZIP文件https://github.com/
                  daboe01/SREP-18–
                  33533B
                  NR385385角膜病和健康眼鏡面顯微鏡角膜內皮細胞照片SP-3000 specular microscope (Topcon)TIFF
                  Corneal Heidelberg OCT開放獲取從谷歌驅動器下載文件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開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接http://bioimlab.dei.
                  unipd.it/
                  Data%20Sets.htm
                  意大利3356NR活體共聚焦顯微鏡ConfoScan 4 confocal microscope (Nidek Technologies)JPEG
                  Corneal Nerve開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接http://bioimlab.dei.
                  unipd.it/
                  Data%20Sets.htm
                  意大利9090健康眼活體共聚焦顯微鏡ConfoScan 4 confocal microscope (Nidek Technologies)JPEG
                  Corneal Nerve Tortuosity開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接http://bioimlab.dei.
                  unipd.it/
                  Data%20Sets.htm
                  日本3030糖尿病、剝脫綜合征、圓錐角膜和健康眼活體共聚焦顯微鏡Heidelberg retina tomograph II with rostock corneal module (Heidelberg Engineering)TIFF
                  Retinal Fundus and OCT開放獲取下載ZIP文件https://sites.google.com/
                  site/
                  hosseinrabbanik
                  horasgani/datasets-1/
                  vessel-reg-oct-fundus
                  伊朗2244視網膜病OCT和眼底照片3D OCT-1000 (Topcon)MAT (OCT)和JPEG (Fundus)
                  2013 Fang開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國13195健康眼OCTSD-OCT imaging system (Bioptigen, 美國)TIFF
                  2012 Fang開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國1751年齡相關性黃斑變性和健康眼OCTSD-OCT imaging system (Bioptigen)TIFF
                  Digital Extraction from Retinal Images of Veins and Arteries開放獲取下載ZIP文件https://medicine.uiowa.
                  edu/eye/abramoff/
                  荷蘭5050糖尿病視網膜病變和健康眼眼底照片Topcon NW100 (Topcon) and Canon CR5–45NM (Canon, 日本), non-mydriatic colour fundus camerasTIFF
                  Standard Diabetic Retinopathy Database Calibration Level 0開放獲取下載ZIP文件http://www.it.lut.fi/
                  project/
                  imageret/diaretdb0/
                  芬蘭NR130糖尿病視網膜病變和健康眼眼底照片Digital fundus camera (unspecified)PNG
                  Standard Diabetic Retinopathy Database Calibration Level 1開放獲取下載ZIP文件http://www.it.lut.fi/
                  project/
                  imageret/diaretdb1/
                  index.html
                  芬蘭NR89糖尿病視網膜病變和健康眼眼底照片Digital fundus camera (unspecified)PNG
                  Diabetic Retinopathy, Hypertension, Age-related Macular Degeneration and Glaucoma Images開放獲取下載ZIP文件https://personalpages.
                  manchester.
                  ac.uk/staff/niall.p.
                  mcloughlin/
                  英國3839糖尿病視網膜病變、高血壓性視網膜病變、青光眼和年齡相關性黃斑變性眼底照片TRC-NW6s (Topcon), TRC-NW8 (Topcon), or CR-DGi fundus camera (Canon)JPEG和PNG
                  DR1開放獲取下載ZIP文件https://figshare.com/
                  articles/Advancing_
                  Bag_of_Visual_
                  Words_Representations_
                  for_Lesion_Classification_
                  in_Retinal_Images/
                  953671/2
                  巴西NR1077糖尿病視網膜病變和健康眼眼底照片TRC-50X mydriatic camera (Topcon)TIFF
                  DR2開放獲取下載ZIP文件https://figshare.com/
                  articles/Advancing_
                  Bag_of_Visual_
                  Words_Representations_
                  for_Lesion_Classification
                  _in_Retinal_Images/
                  953671/3
                  巴西NR520糖尿病視網膜病變和健康眼眼底照片TRC-NW8 retinograph (Topcon) with a D90 camera (Nikon, 日本)TIFF
                  Diabetic Retinopathy Image Database開放獲取單獨下載每個圖像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開放獲取下載ZIP文件http://www.ia.uned.es/
                  ~ejcarmona/DRIONS-
                  DB.html
                  西班牙55110高血壓性視網膜病和青光眼眼底照片Colour analogical fundus camera (unspecified)JPEG
                  Drishti-GS1開放獲取通過填寫表格注冊下載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開放獲取創建帳戶下載ZIP文件https://www.isi.uu.nl/
                  Research/Data
                  bases/DRIVE/
                  荷蘭40040糖尿病視網膜病變和健康眼眼底照片CR5 non-mydriatic 3CCD camera (Canon)JPEG
                  Duke OCT開放獲取從Dropbox下載文件http://people.duke.edu/
                  ~sf59/RPEDC_Ophth_
                  2013_dataset.htm
                  美國38438 400年齡相關性黃斑變性和健康眼OCTSD-OCT imaging system (Bioptigen)MAT
                  Glaucoma Fundus開放獲取下載ZIP文件https://dataverse.harvard.
                  edu/dataset.xhtml
                  persistentId=doi:10.791/
                  DVN/1YRRAC
                  韓國15421542青光眼和健康眼眼底照片AFC-330 non-mydriatic auto fundus camera (Nidek)PNG
                  E-ophtha開放獲取填寫表格并通過電子郵件發送代碼以下載ZIP文件http://www.adcis.net/
                  en/third-party/e-ophtha/
                  法國NR463糖尿病視網膜病變和健康眼眼底照片NRJPEG
                  Eye Picture Archive Communication System開放獲取創建Kaggle帳戶下載ZIP文件http://www.eyepacs.com/
                  data-analysis
                  美國NR88 702糖尿病視網膜病變眼底照片Centervue DRS (Centervue, 意大利), Optovue iCam (Optovue, 美國), Canon CR1/DGi/CR2 (Canon),和Topcon NW (Topcon)JPEG
                  2015 Rabbani開放獲取從Dropbox下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國2448糖尿病視網膜病變眼底熒光素血管造影照片和視頻Heidelberg SPECTRALIS OCT HRA system (Heidelberg Engineering)TIFF
                  Fundus Image Registration Dataset開放獲取下載ZIP文件https://www.ics.forth.gr/
                  cvrl/fire/
                  希臘39268NR眼底照片AFC-210 fundus camera (Nidek)JPEG
                  Fundus Fluorescein Angiogram and Colour Fundus開放獲取下載ZIP文件https://sites.google.com
                  /site/hosseinrabbanik
                  horasgani/datasets-5
                  伊朗60120糖尿病視網膜病變和健康眼眼底熒光素血管造影照片和眼底照片NRJPEG
                  Fundus Fluorescein Angiogram開放獲取下載ZIP文件https://sites.google.com
                  /site/hosseinrabbanik
                  horasgani/datasets-3
                  伊朗7070糖尿病視網膜病變和健康眼眼底熒光素血管造影照片NRJPEG
                  Fundus Images with Exudates開放獲取下載ZIP文件https://sites.google.com
                  /site/hosseinrabbanik
                  horasgani/datasets-1
                  /fundus-images-
                  with-exudates
                  伊朗NR35糖尿病視網膜病變眼底照片NRJPEG
                  Hamilton Eye Institute Macular Edema開放獲取下載ZIP文件https://github.com/
                  lgianca
                  UTH/HEI-MED
                  美國910169糖尿病視網膜病變和健康眼眼底照片Visucam PRO fundus camera (ZEISS, 德國)JPEG
                  High-Resolution Fundus Quality Assessment開放獲取下載ZIP文件https://www5.cs.fau.
                  de/research/data/
                  fundus-images/
                  德國和捷克共和國1836NR眼底照片CR-1 fundus camera (Canon)JPEG
                  High-Resolution Fundus Segmentation開放獲取下載ZIP文件https://www5.cs.fau.
                  de/research/data/
                  fundus-images/
                  德國和捷克共和國4545糖尿病視網膜病變、青光眼和健康眼眼底照片CF-60UVi camera (Canon)JPEG
                  iChallenge age related macular degeneration開放獲取創建百度賬號下載ZIP文件http://ai.baidu.com/
                  broad/introduction
                  中國NR1200年齡相關性黃斑變性和健康眼眼底照片NRJPEG
                  iChallenge Pathological Myopia開放獲取創建百度賬號下載ZIP文件https://ichallenges.grand-
                  challenge.org/
                  iChallenge-AMD/
                  中國NR1200近視和健康眼眼底照片Visucam 500 fundus camera (ZEISS)JPEG
                  Indian Diabetic Retinopathy Image Dataset開放獲取創建百度賬號下載ZIP文件https://idrid.grand-
                  challenge.org/Rules/
                  印度NR516糖尿病視網膜病變和健康眼眼底照片VX-10 alpha digital fundus camera (Kowa, 美國)JPEG
                  Iowa Normative Set for Processing Images of the Retina—Arteriovenous ratio開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接https://medicine.uiowa.
                  edu/eye/inspire-datasets
                  美國NR40青光眼眼底照片Fundus camera (Carl Zeiss Meditec)JPEG
                  Iowa Normative Set for Processing Images of the Retina—Stereo開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接https://medicine.uiowa.
                  edu/eye/inspire-datasets
                  美國1530青光眼立體眼底照片3Dx digital stereo retinal camera (Nidek)TIFF
                  IOSTAR Retinal Vessel開放獲取注冊后下載ZIP文件http://www.retinacheck.
                  org/download-iostar-
                  retinal-vessel-
                  segmentation-dataset
                  荷蘭和中國NR30NRSLO照片EasyScan camera (i-Optics, 荷蘭)JPEG
                  Jichi DR開放獲取下載ZIP文件https://journals.plos.org/
                  plosone/article?id=10.1371/journal.
                  pone.0179790 #sec006
                  日本27409939糖尿病視網膜病變和健康眼眼底照片AFC-230 fundus camera (Nidek)JPEG
                  Joint Shantou International Eye Centre開放獲取下載ZIP文件https://www.kaggle.com/
                  linchundan/fundus
                  image1000
                  中國NR1000疾病清單 1 (見文末)眼底照片NRJPEG
                  Kermany/Guangzhou開放獲取下載ZIP文件https://data.mendeley.
                  com/datasets/rscbj
                  br9sj/3
                  美國和中國5319109 312糖尿病視網膜病變,玻璃疣,脈絡膜新生血管,健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)JPEG
                  Large-scale Attention-based GlaucomaAoR給作者發郵件獲得密碼后從Dropbox下載https://github.com/
                  smilell/AG-CNN
                  中國NR4854青光眼和健康眼眼底照片NRJPEG
                  Rotterdam Ophthalmic Data Repository DR開放獲取下載ZIP文件http://www.rodrep.com/
                  data-sets.html
                  荷蘭701120糖尿病視網膜病變眼底照片TRC-NW65 non-mydriatic digital fundus camera (Topcon)PNG
                  Messidor-2開放獲取填表后通過郵件驗證碼下載ZIP文件http://www.adcis.net/en/
                  third-party/messidor2/
                  法國8741748糖尿病視網膜病變眼底照片TRC-NW6 non-mydriatic fundus camera (Topcon)JPEG和PNG
                  Miles Iris開放獲取下載ZIP文件https://drive.google.com/
                  drive/folders/0B5OBp4
                  zckpLnYkpBcWlubC0tcTA
                  NRNR832NR眼前節虹膜照片NRJPEG
                  MRL Eye開放獲取下載ZIP文件http://mrl.cs.vsb.cz/
                  eyedataset
                  NR3784 898健康眼眼前節照相Intel RealSense RS 300 (Intel, 美國), IDS Imaging sensor (IDS Imaging Development Systems, 德國),和Aptina sensor (Aptina Imaging, 美國)PNG
                  Noor Hospital開放獲取需要密碼才能解密可下載ZIP文件中的圖像https://drive.google.com/
                  file/d/1iSiFfD5LpLAS
                  rFUZu13uMFSRcF
                  EjvbSq/view
                  伊朗1484142糖尿病視網膜病變、年齡相關性黃斑變性和健康眼OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)TIFF
                  2015 Chiu開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國1010糖尿病視網膜病變OCTHeidelberg SPECTRALIS SD-OCT imaging system (Heidelberg Engineering)MAT
                  Healthy OCT and Fundus開放獲取需要密碼才能訪問可下載ZIP文件中的圖像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開放獲取下載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提供電子郵件地址以接收下載ZIP文件的鏈接、用戶名和密碼http://www.varpa.es/
                  research/ophtalmology.
                  html
                  西班牙213213糖尿病視網膜病變和健康眼OCTADRI OCT Triton (Topcon)JPEG和TIFF
                  Optical Coherence Tomography Retinal Image Analysis 3D開放獲取下載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開放獲取申請并等待請求批準下載數據集https://odir2019.grand-
                  challenge.org/Download/
                  中國50008000糖尿病視網膜病變、高血壓性視網膜病變、青光眼、年齡相關性黃斑變性、白內障、近視、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開放獲取下載ZIP文件http://www.aldiri.info/
                  Image%20Data
                  sets/ONHSD.aspx
                  英國5099糖尿病視網膜病變眼底照片CR6 45MNf fundus camera (Canon)BMP
                  Ophthalmic Slit Lamp開放獲取下載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
                  中國NR60白內障裂隙燈照片Slit Lamp (unspecified)JPEG
                  Canada OCT Retinal Images開放獲取下載ZIP文件https://dataverse.
                  scholars
                  portal.info/
                  dataverse/OCTID
                  印度NR470糖尿病視網膜病變、年齡相關性黃斑變性、黃斑裂孔、中央漿液性視網膜病變和健康眼OCTCirrus HD-OCT machine (Carl Zeiss Meditec)JPEG
                  Online Retinal Fundus Image Dataset for Glaucoma Analysis and Research—650開放獲取下載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開放獲取分別下載每個圖像https://link.springer.com/
                  article/10.1007%2Fs11517
                  –018–1915-z#Sec2
                  美國NR239年齡相關性黃斑變性和健康眼OCT和眼底照片Digital camera (Nikon)和Heidelberg SPECTRALIS OCT HRA system (Heidelberg Engineering)JPEG
                  Corneal Nerve Plexus開放獲取下載ZIP文件https://figshare.com/
                  collections/SBP_
                  Mosaic_Dataset/3950197
                  瑞典82164糖尿病視網膜病變和健康眼活體共聚焦顯微鏡Laser-scanning in vivo confocal microscopy (unspecified)TIFF
                  RetinaCheck-Microaneurysm開放獲取注冊后獲取鏈接以下載ZIP文件http://www.retinacheck.
                  org/download-
                  iostar-retinal-vessel-
                  segmentation-dataset
                  荷蘭和中國NR250NR眼底照片DRS non-mydriatic fundus camera (Centervue, 意大利)JPEG
                  RetinaCheck-Scanning Laser Ophthalmoscopy vessel patch開放獲取注冊后獲取鏈接以下載ZIP文件http://www.retinacheck.
                  org/download-
                  iostar-retinal-vessel-
                  segmentation-dataset
                  荷蘭和中國NR40NRSLO照片EasyScan camera (i-Optics)TIFF
                  RetinaCheck-Scanning Laser Ophthalmoscopy-Microaneurysm開放獲取注冊后獲取鏈接以下載ZIP文件http://www.retinacheck.
                  org/download-
                  iostar-retinal-vessel-
                  segmentation-dataset
                  荷蘭和中國NR58NRSLO照片EasyScan camera (i-Optics)TIFF
                  Retinal Fundus Glaucoma Challenge開放獲取創建百度賬號下載ZIP文件https://ai.baidu.com/
                  broad/download
                  dataset=gon
                  中國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開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接http://bioimlab.dei.
                  unipd.it/
                  Data%20Sets.htm
                  意大利3460高血壓性視網膜病變和健康眼眼底照片TRC 50 fundus camera (Topcon)JPEG
                  Retinal Vessel Image set for Estimation of Widths開放獲取下載ZIP文件http://www.aldiri.info/
                  Image%20
                  Datasets/Review.aspx
                  英國NR16糖尿病視網膜病變眼底照片Canon 60 UV film camera (Canon), Fundus camera (ZEISS),和JVC 3CCD (JVC, 日本)JPEG和BMP
                  Retinal fundus Images for Glaucoma Analysis開放獲取下載ZIP文件https://deepblue.lib.
                  umich.edu/
                  data/concern/data_sets/
                  3b591905z?locale=en
                  沙特阿拉伯和法國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開放獲取下載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開放獲取下載ZIP文件http://medimrg.webs.
                  ull.es/
                  西班牙NR159青光眼和健康眼立體眼底照片AFC-210 fundus camera (Nidek) with a body of Canon EOS 5D Mark II (Canon)JPEG
                  Retina Online Challenge開放獲取填寫表格并通過電子郵件獲得下載ZIP文件的鏈接http://webeye.ophth.
                  uiowa.edu/ROC/
                  荷蘭NR100糖尿病視網膜病變眼底照片TRC-NW100 (Topcon), TRC-NW200 (Topcon), or CR5–45NM (Canon)JPEG
                  Retinal Optical Coherence Tomography Classification Challenge開放獲取下載ZIP文件https://rocc.grand
                  -challenge.org/
                  Participation/
                  伊朗NR165糖尿病視網膜病變和健康眼OCTSD-OCT device (Topcon)MAT
                  Investigative Ophthalmology & Visual Science; 2011 Chiu開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國20220年齡相關性黃斑變性OCTSD-OCT imaging system (Bioptigen)MAT
                  Structured Analysis of the Retina開放獲取下載ZIP文件http://cecas.clemson.
                  edu/~ahoover/stare/
                  美國NR397疾病清單 2 (見文末)眼底照片TRV-50 fundus camera (Topcon)Portable Pixmap Format
                  Trachoma開放獲取下載ZIP文件https://doi.org/10·6084/
                  m9.figshare.7551053.v1
                  尼日爾和埃塞俄比亞85 5501656沙眼和健康眼結膜照片Single-lens reflex camera (unspecified)JPEG
                  Tsukazaki Hospital開放獲取輸入姓名、電子郵件地址和單位,接收從Dropbox下載鏈接和密碼https://tsukazaki-ai.github.io/optos_
                  dataset/
                  日本538913 047糖尿病視網膜病變、青光眼、年齡相關性黃斑變性、視網膜靜脈阻塞、黃斑裂孔、視網膜脫落、視網膜色素變性、視網膜動脈阻塞和健康眼眼底照片200Tx ultrawide-field device (Optos, 英國)JPEG
                  University of Palackeho and Olomouc Iris開放獲取下載ZIP文件http://www.cbsr.ia.ac.cn:
                  8080/iapr_database.jsp
                  捷克共和國64384NR眼前節虹膜照片TRC50IA optical device (Topcon) connected with DXC-950P 3CCD camera (Sony, 日本)PNG
                  Vampire開放獲取下載ZIP文件https://vampire.com
                  puting.dundee.ac.uk/
                  vesselseg.html
                  NR28年齡相關性黃斑變性和健康眼廣角眼底熒光素血管造影照片P200C retinal imaging (Optos, 英國)PNG和BMP
                  VARPA images for the computation of the arterio/venular ratioAoR提供電子郵件地址以接收鏈接,用戶名和密碼以下載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電子郵件獲取用戶名和密碼以下載ZIP文件http://www.varpa.es/
                  research/
                  optics.html#databases
                  NRNR128健康眼眼前淚膜照片Tearscope Plus (Keeler, 英國)BMP, JPEG,和PNG
                  WIDE開放獲取下載ZIP文件http://people.duke.edu/
                  ~sf59/software.html
                  美國3030年齡相關性黃斑變性和健康眼眼底照片200Tx ultrawide-field device (Optos)MAT
                  William Hoyt開放獲取單獨下載每個圖像https://novel.utah.edu/
                  Hoyt/
                  NRNR850視乳頭水腫、假性視乳頭水腫、局部和全身原因導致的視盤腫脹、先天性視盤異常、視神經萎縮和視網膜疾病眼底照片NRJPEG
                  Yangxi開放獲取下載ZIP文件https://zenodo.org/
                  record/3393265
                  #.XazZaOgzbIV
                  中國582518 394年齡相關性黃斑變性和健康眼眼底照片Non-mydriatic digital fundus camera (Crystalvue, 臺灣)Hierarchical Data Format


                  注:OR:可根據要求提供;AO-SLO:自適應光學掃描激光檢眼鏡;CASIA:中國科學院自動化研究所;NR:未報告;OA:開放獲;OCT:光學相干斷層掃描;SLO:掃描激光檢眼鏡。

                  *根據數據集描述中的保守數字估計圖像數量。Messidor-2是原始Messidor數據集的更新版本。

                  疾病清單1:BIETTI晶體營養不良、周圍視網膜變性、糖尿病視網膜病變、疑似增生型糖尿病視網膜病變、玻璃體混濁而無增生型糖尿病視網膜病變、高血壓性視網膜病、大視杯、視神經萎縮、視盤水腫、視盤牽拉、先天性視盤異常、色素性視網膜炎、有髓神經纖維、眼底腫瘤、眼底黃色斑點癥、硅油眼、玻璃體混濁、視網膜前出血、視網膜前膜、視網膜纖維化、視網膜激光斑、棉絨斑、血管扭曲、視網膜分支靜脈阻塞、視網膜中央靜脈阻塞、視網膜動脈閉塞、中心性漿液性脈絡膜視網膜病變、VKH、黃斑病變、黃斑裂孔、孔源性視網膜脫離、病理性近視、豹紋狀眼底、脈絡膜萎縮、健康眼。

                  疾病清單2:糖尿病視網膜病變、高血壓性視網膜病、年齡相關性黃斑變性、脈絡膜新生血管形成、Hollenhorst栓子、視網膜分支動脈閉塞、睫狀視網膜動脈閉塞、視網膜分支靜脈閉塞、視網膜中央靜脈閉塞、視網膜半中央靜脈閉塞、動脈硬化性視網膜病變、Coats病、大動脈瘤、眼組織胞漿菌病、痣、視網膜前膜、玻璃疣、視網膜炎、弓形蟲病、脈絡膜黑色素瘤、有髓神經纖維、視神經萎縮、星狀黃斑病、脈絡膜視網膜瘢痕、霜支樣血管炎、星狀玻璃體變性、血管炎、視網膜色素上皮炎、脈絡膜血管瘤、其他診斷不明疾病和健康眼。



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