Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research
With the development of artificial intelligence technology, explosive research on the recognition of retina diseases with artificial intelligence was published worldwide, among which, diabetic retinopathy attracted most attention. However, evaluation of different artificial intelligence software rem...
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Editorial Office of Medical Journal of Peking Union Medical College Hospital
2021
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oai:doaj.org-article:7366f88a5fdf4932b350d669668117922021-12-01T01:43:57ZProcedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research1674-908110.12290/xhyxzz.2021-0613https://doaj.org/article/7366f88a5fdf4932b350d669668117922021-10-01T00:00:00Zhttps://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2021-0613https://doaj.org/toc/1674-9081With the development of artificial intelligence technology, explosive research on the recognition of retina diseases with artificial intelligence was published worldwide, among which, diabetic retinopathy attracted most attention. However, evaluation of different artificial intelligence software remains a problem. The Department of Ophthalmology, Peking Union Medical College Hospital published the first standard well-annotated color photo database of diabetic retinopathy for artificial intelligence research in China. We herein present the procedures for the establishment of the database and aim to provide reference for the future development of similar databases.YU WeihongZHANG XiaoWU ChanCHEN HuanYANG ZhikunHE FengZHANG ZhiqiaoZHANG BileiGONG DiWANG YuelinYANG JingyuanLI BingSUN YanyuanMA YajingLU HuiqinXIA WeiZHOU WeiZHANG DongleiPAN QingminYANG NingWANG ShunaSUN XiaoleiYU YingSU ChangWAN BoWANG MingqiWANG MinCHEN YouxinEditorial Office of Medical Journal of Peking Union Medical College Hospitalarticlediabetic retinopathyartificial intelligenceannotationdatabasestandard procedureMedicineRZHXiehe Yixue Zazhi, Vol 12, Iss 5, Pp 684-688 (2021) |
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diabetic retinopathy artificial intelligence annotation database standard procedure Medicine R |
| spellingShingle |
diabetic retinopathy artificial intelligence annotation database standard procedure Medicine R YU Weihong ZHANG Xiao WU Chan CHEN Huan YANG Zhikun HE Feng ZHANG Zhiqiao ZHANG Bilei GONG Di WANG Yuelin YANG Jingyuan LI Bing SUN Yanyuan MA Yajing LU Huiqin XIA Wei ZHOU Wei ZHANG Donglei PAN Qingmin YANG Ning WANG Shuna SUN Xiaolei YU Ying SU Chang WAN Bo WANG Mingqi WANG Min CHEN Youxin Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| description |
With the development of artificial intelligence technology, explosive research on the recognition of retina diseases with artificial intelligence was published worldwide, among which, diabetic retinopathy attracted most attention. However, evaluation of different artificial intelligence software remains a problem. The Department of Ophthalmology, Peking Union Medical College Hospital published the first standard well-annotated color photo database of diabetic retinopathy for artificial intelligence research in China. We herein present the procedures for the establishment of the database and aim to provide reference for the future development of similar databases. |
| format |
article |
| author |
YU Weihong ZHANG Xiao WU Chan CHEN Huan YANG Zhikun HE Feng ZHANG Zhiqiao ZHANG Bilei GONG Di WANG Yuelin YANG Jingyuan LI Bing SUN Yanyuan MA Yajing LU Huiqin XIA Wei ZHOU Wei ZHANG Donglei PAN Qingmin YANG Ning WANG Shuna SUN Xiaolei YU Ying SU Chang WAN Bo WANG Mingqi WANG Min CHEN Youxin |
| author_facet |
YU Weihong ZHANG Xiao WU Chan CHEN Huan YANG Zhikun HE Feng ZHANG Zhiqiao ZHANG Bilei GONG Di WANG Yuelin YANG Jingyuan LI Bing SUN Yanyuan MA Yajing LU Huiqin XIA Wei ZHOU Wei ZHANG Donglei PAN Qingmin YANG Ning WANG Shuna SUN Xiaolei YU Ying SU Chang WAN Bo WANG Mingqi WANG Min CHEN Youxin |
| author_sort |
YU Weihong |
| title |
Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| title_short |
Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| title_full |
Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| title_fullStr |
Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| title_full_unstemmed |
Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence Research |
| title_sort |
procedures of establishing a well-annotated database of color fundus photography of diabetic retinopathy for artificial intelligence research |
| publisher |
Editorial Office of Medical Journal of Peking Union Medical College Hospital |
| publishDate |
2021 |
| url |
https://doaj.org/article/7366f88a5fdf4932b350d66966811792 |
| work_keys_str_mv |
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