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...
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Medical Journal of Peking Union Medical College Hospital
2021-09-01
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| Series: | Xiehe Yixue Zazhi |
| Subjects: | |
| Online Access: | https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2021-0613 |
| _version_ | 1818744114011701248 |
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| 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 |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-18T02:39:09Z |
| format | Article |
| id | doaj.art-7366f88a5fdf4932b350d66966811792 |
| institution | Directory Open Access Journal |
| issn | 1674-9081 |
| language | zho |
| last_indexed | 2024-12-18T02:39:09Z |
| publishDate | 2021-09-01 |
| publisher | Editorial Office of Medical Journal of Peking Union Medical College Hospital |
| record_format | Article |
| series | Xiehe Yixue Zazhi |
| spelling | doaj.art-7366f88a5fdf4932b350d669668117922022-12-21T21:23:43ZzhoEditorial Office of Medical Journal of Peking Union Medical College HospitalXiehe Yixue Zazhi1674-90812021-09-0112568468810.12290/xhyxzz.2021-0613Procedures of Establishing a Well-annotated Database of Color Fundus Photography of Diabetic Retinopathy for Artificial Intelligence ResearchYU Weihong0ZHANG Xiao1WU Chan2CHEN Huan3YANG Zhikun4HE Feng5ZHANG Zhiqiao6ZHANG Bilei7GONG Di8WANG Yuelin9YANG Jingyuan10LI Bing11SUN Yanyuan12MA Yajing13LU Huiqin14XIA Wei15ZHOU Wei16ZHANG Donglei17PAN Qingmin18YANG Ning19WANG Shuna20SUN Xiaolei21YU Ying22SU Chang23WAN Bo24WANG Mingqi25WANG Min26CHEN Youxin27Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaDepartment of Ophthalmology, China-Japan Friendship Hospital, Beijing 100029, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaDepartment of Ophthalmology, Xi'an NO.1 Hospital, Xi'an 710002, ChinaDepartment of Ophthalmology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, ChinaDepartment of Ophthalmology, Tianjin Medical University General Hospital, Tianjin 300052, ChinaDepartment of Ophthalmology, The First Hospital of Shanxi Medical University, Taiyuan 030001, ChinaDepartment of Ophthalmology, The Second Affiliated Hospital of Shandong First Medical University, Tai'an, Shandong 271016, ChinaDepartment of Ophthalmology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221004, ChinaOphthalmology Center, Affiliated Hospital of Weifang Medical College, Weifang, Shandong 261035, ChinaEye Hospital of Shandong First Medical University, Jinan 250021, ChinaDepartment of Ophthalmology, The Forth Hospital of Harbin Medical university, Harbin 150001, ChinaDepartment of Ophthalmology, The Affiliated Hospital of Chengde Medical College, Chengde, Hebei 067020, ChinaDepartment of Ophthalmology, Beijing Luhe Hospital, Capital Medical University, Beijing 101199, ChinaDepartment of Ophthalmology, The First People's Hospital of Pingdingshan, Pingdingshan, Henan 467099, ChinaDepartment of Ophthalmology, The First People's Hospital of Xianyang, Xianyang, Shaanxi 712099, ChinaKey Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences; Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, ChinaWith 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.https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2021-0613diabetic retinopathyartificial intelligenceannotationdatabasestandard procedure |
| spellingShingle | 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 Xiehe Yixue Zazhi diabetic retinopathy artificial intelligence annotation database standard procedure |
| title | 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_short | 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 |
| topic | diabetic retinopathy artificial intelligence annotation database standard procedure |
| url | https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2021-0613 |
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