Institute of Computing Technology, Chinese Academy IR
COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database | |
Hu, Yan1,2; Gong, Mingdao1,2; Qiu, Zhongxi1,2; Liu, Jiabao1,2; Shen, Hongli1,2; Yuan, Mingzhen3; Zhang, Xiaoqing4,5; Li, Heng1,2; Lu, Hai3; Liu, Jiang1,2 | |
2025-01-17 | |
发表期刊 | SCIENTIFIC DATA
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卷号 | 12期号:1页码:10 |
摘要 | Retinal image registration is vital for diagnostic therapeutic applications within the field of ophthalmology. Existing public datasets, focusing on adult retinal pathologies with high-quality images, have limited number of image pairs and neglect clinical challenges. To address this gap, we introduce COph100, a novel and challenging dataset known as the Comprehensive Ophthalmology Retinal Image Registration dataset for infants with a wide range of image quality issues constituting the public "RIDIRP" database. COph100 consists of 100 eyes, each with 2 to 9 examination sessions, amounting to a total of 491 image pairs carefully selected from the publicly available dataset. We manually labeled the corresponding ground truth image points and provided automatic vessel segmentation masks for each image. We have assessed COph100 in terms of image quality and registration outcomes using state-of-the-art algorithms. This resource enables a robust comparison of retinal registration methodologies and aids in the analysis of disease progression in infants, thereby deepening our understanding of pediatric ophthalmic conditions. |
DOI | 10.1038/s41597-025-04426-w |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China (National Science Foundation of China)[82102189] ; National Natural Science Foundation of China (National Science Foundation of China)[82272086] ; National Natural Science Foundation of China (National Science Foundation of China)[62401246] ; National Natural Science Foundation of China[20220815111736001] ; Shenzhen Stable Support Plan Program[pdjh2024b331] ; Special Funds for the Cultivation of Guangdong College Students' Scientific and Technological Innovation (Climbing Program Special Funds) |
WOS研究方向 | Science & Technology - Other Topics |
WOS类目 | Multidisciplinary Sciences |
WOS记录号 | WOS:001398291700004 |
出版者 | NATURE PORTFOLIO |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/40751 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Hu, Yan; Liu, Jiang |
作者单位 | 1.Southern Univ Sci & Technol, Res Inst Trustworthy Autonomous Syst, Shenzhen, Peoples R China 2.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Peoples R China 3.Capital Med Univ, Beijing Tongren Hosp, Beijing Tongren Eye Ctr, Beijing Ophthalmol & Visual Sci Key Lab, Beijing, Peoples R China 4.Chinese Acad Sci, Shenzhen Inst Adv Technol, Ctr High Performance Comp, Shenzhen 518055, Peoples R China 5.Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen Key Lab Intelligent Bioinformat, Shenzhen, Peoples R China |
推荐引用方式 GB/T 7714 | Hu, Yan,Gong, Mingdao,Qiu, Zhongxi,et al. COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database[J]. SCIENTIFIC DATA,2025,12(1):10. |
APA | Hu, Yan.,Gong, Mingdao.,Qiu, Zhongxi.,Liu, Jiabao.,Shen, Hongli.,...&Liu, Jiang.(2025).COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database.SCIENTIFIC DATA,12(1),10. |
MLA | Hu, Yan,et al."COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database".SCIENTIFIC DATA 12.1(2025):10. |
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