Art

J-GLOBAL ID：202102216202241001   Reference number：21A0100367

Automated identification of retinopathy of prematurity by image-based deep learning

画像ベース深層学習による未熟児網膜症の自動同定【JST・京大機械翻訳】

Author (6)： Tong Yan (Eye Center, Renmin Hospital of Wuhan University, Wuhan, China) ,  Lu Wei (Eye Center, Renmin Hospital of Wuhan University, Wuhan, China) ,  Deng Qin-qin (Eye Center, Renmin Hospital of Wuhan University, Wuhan, China) ,  Chen Changzheng (Eye Center, Renmin Hospital of Wuhan University, Wuhan, China) ,  Shen Yin (Eye Center, Renmin Hospital of Wuhan University, Wuhan, China) ,  Shen Yin (Medical Research Institute, Wuhan University, Wuhan, China)
Material： Eye and Vision (Web)
Volume： 7  Issue： 1  Page： 1-12  Publication year： 2020 
JST Material Number： U7483A  ISSN： 2326-0254  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Retinopathy of prematurity (RO...

Register(free) or Log In to access     To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=21A0100367&from=J-GLOBAL&jstjournalNo=U7483A") }}

Thesaurus term： algorithm ,  optimization ,  *retina ,  network ,  human(primates) ,  child ,  *retinopathy ,  retinal disease ,  *low birth weight infant
Semi thesaurus term： *未熟児網膜症 ,  画像分類 ,  インテリジェントシステム ,  重症度 ,  *深層学習 ,  畳込みニューラルネットワーク , 【Automatic Indexing@JST】

Author keywords (4)： Deep learning ,  Retinopathy of prematurity ,  Artificial intelligence ,  Fundus image

JST classification (1)： Eye diagnosis(= ophthalmic diagnosis)  (GP02000N)

Reference (38)：

• JAMA Ophthalmol; Challenges of ophthalmic care in the developing world; A Sommer, HR Taylor, TD Ravilla, S West, TM Lietman, JD Keenan; 132; 5; 2014; 640-644; 10.1001/jamaophthalmol.2014.84; citation_id=CR1
• Deutsches Arzteblatt Int; Screening and treatment in retinopathy of prematurity; A Stahl, W Goepel; 112; 43; 2015; 730-735; citation_id=CR2
• Blencowe H, Lawn JE, Vazquez T, Fielder A, Gilbert C. Preterm-associated visual impairment and estimates of retinopathy of prematurity at regional and global levels for 2010. Pediatr Res. 2013;74(Suppl 1):35-49.
• Evidence-Based Eye Care; Revised indications for the treatment of retinopathy of prematurity results of the early treatment for retinopathy of prematurity randomized trial; WS Tasman; 5; 3; 2004; 156-157; 10.1097/00132578-200407000-00018; citation_id=CR4
• Arch Ophthalmol; Interexpert agreement in the identification of macular location in infants at risk for retinopathy of prematurity; MF Chiang, PJ Thyparampil, D Rabinowitz; 128; 9; 2010; 1153-1159; 10.1001/archophthalmol.2010.199; citation_id=CR5

Terms in the title (3)： 深層学習 ,  未熟児網膜症 ,  同定