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- [41] Automated Recognition of Retinopathy of Prematurity with Deep Neural Networks2018 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS AND CONTROL ENGINEERING (ISPECE 2018), 2019, 1187Wang, Yifan论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R ChinaChen, Yuanyuan论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China
- [42] Automated Analysis for Retinopathy of Prematurity by Deep Neural NetworksIEEE TRANSACTIONS ON MEDICAL IMAGING, 2019, 38 (01) : 269 - 279Hu, Junjie论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R ChinaChen, Yuanyuan论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R ChinaZhong, Jie论文数: 0 引用数: 0 h-index: 0机构: Sichuan Acad Med Sci, Dept Ophthalmol, Chengdu 610072, Sichuan, Peoples R China Sichuan Prov Peoples Hosp, Chengdu 610072, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R ChinaJu, Rong论文数: 0 引用数: 0 h-index: 0机构: Chengdu Women & Childrens Cent Hosp, Dept Neonatol, Chengdu 610031, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R ChinaYi, Zhang论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China Sichuan Univ, Coll Comp Sci, Machine Intelligence Lab, Chengdu 610065, Sichuan, Peoples R China
- [43] Automated detection of retinopathy of prematurity by deep attention networkMULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (30) : 36341 - 36360Lei, Baiying论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaZeng, Xianlu论文数: 0 引用数: 0 h-index: 0机构: Jinan Univ, Shenzhen Univ, Shenzhen Key Ophthalm Lab, Hlth Sci Ctr,Shenzhen Eye Hosp,Affiliated Hosp 2, Shenzhen, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaHuang, Shan论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaZhang, Rugang论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaChen, Guozhen论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaZhao, Jinfeng论文数: 0 引用数: 0 h-index: 0机构: Jinan Univ, Shenzhen Univ, Shenzhen Key Ophthalm Lab, Hlth Sci Ctr,Shenzhen Eye Hosp,Affiliated Hosp 2, Shenzhen, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaWang, Tianfu论文数: 0 引用数: 0 h-index: 0机构: Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaWang, Jiantao论文数: 0 引用数: 0 h-index: 0机构: Jinan Univ, Shenzhen Univ, Shenzhen Key Ophthalm Lab, Hlth Sci Ctr,Shenzhen Eye Hosp,Affiliated Hosp 2, Shenzhen, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R ChinaZhang, Guoming论文数: 0 引用数: 0 h-index: 0机构: Jinan Univ, Shenzhen Univ, Shenzhen Key Ophthalm Lab, Hlth Sci Ctr,Shenzhen Eye Hosp,Affiliated Hosp 2, Shenzhen, Peoples R China Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Sch Biomed Engn,Hlth Sci Ctr, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China
- [44] Federated learning for collaborative clinical diagnosis and disease epidemiology in retinopathy of prematurityINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)Hanif, Adam H.论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USALu, Charles论文数: 0 引用数: 0 h-index: 0机构: Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USAChang, Ken论文数: 0 引用数: 0 h-index: 0机构: Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USASingh, Praveer论文数: 0 引用数: 0 h-index: 0机构: Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USACoyner, Aaron S.论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USA论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:Chan, R. V. Paul论文数: 0 引用数: 0 h-index: 0机构: Univ Illinois, Ophthalmol, Chicago, IL USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USARubin, Daniel论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Biomed Informat Res, Stanford, CA 94305 USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USAChiang, Michael F.论文数: 0 引用数: 0 h-index: 0机构: NEI, Bethesda, MD 20892 USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USAKalpathy-Cramer, Jayashree论文数: 0 引用数: 0 h-index: 0机构: Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USACampbell, J. Peter论文数: 0 引用数: 0 h-index: 0机构: Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USA
- [45] Automated Explainable Multidimensional Deep Learning Platform of Retinal Images for Retinopathy of Prematurity ScreeningJAMA NETWORK OPEN, 2021, 4 (05)Wang, Ji论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaJi, Jie论文数: 0 引用数: 0 h-index: 0机构: Shantou Univ, Network & Informat Ctr, Shantou, Guangdong, Peoples R China XuanShi Med Tech Shanghai Co Ltd, Shanghai, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaZhang, Mingzhi论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaLin, Jian-Wei论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaZhang, Guihua论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaGong, Weifen论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaCen, Ling-Ping论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaLu, Yamei论文数: 0 引用数: 0 h-index: 0机构: Guangzhou Med Univ, Dept Ophthalmol, Affiliated Hosp 6, Qingyuan Peoples Hosp, Qingyuan, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaHuang, Xuelin论文数: 0 引用数: 0 h-index: 0机构: Guangdong Women & Children Hosp, Dept Ophthalmol, Guangzhou, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaHuang, Dingguo论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaLi, Taiping论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaNg, Tsz Kin论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Shantou Univ, Coll Med, Shantou, Guangdong, Peoples R China Chinese Univ Hong Kong, Dept Ophthalmol & Visual Sci, Hong Kong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R ChinaPang, Chi Pui论文数: 0 引用数: 0 h-index: 0机构: Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China Chinese Univ Hong Kong, Dept Ophthalmol & Visual Sci, Hong Kong, Peoples R China Chinese Univ Hong Kong, Shantou Univ, Joint Shantou Int Eye Ctr, North Dongxia Rd, Shantou 515041, Guangdong, Peoples R China
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- [50] Development and Validation of a Deep Learning Model to Predict the Occurrence and Severity of Retinopathy of PrematurityJAMA NETWORK OPEN, 2022, 5 (06) : E2217447Wu, Qiaowei论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Gen Hosp Cent Theater Command, Dept Ophthalmol, Wuhan, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaHu, Yijun论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaMo, Zhenyao论文数: 0 引用数: 0 h-index: 0机构: South China Univ Technol, Sch Comp Sci & Engn, Guangdong Prov Key Lab Computat Intelligence & Cy, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaWu, Rong论文数: 0 引用数: 0 h-index: 0机构: Southern Med Univ, Dept Ophthalmol, Zhujiang Hosp, Ind Ave Middle 253, Guangzhou 510280, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaZhang, Xiayin论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaYang, Yahan论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaLiu, Baoyi论文数: 0 引用数: 0 h-index: 0机构: Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaXiao, Yu论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaZeng, Xiaomin论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaLin, Zhanjie论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaFang, Ying论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaWang, Yijin论文数: 0 引用数: 0 h-index: 0机构: Second Nanning Peoples Hosp, Dept Neonatol, Nanning, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaLu, Xiaohe论文数: 0 引用数: 0 h-index: 0机构: Southern Med Univ, Dept Ophthalmol, Zhujiang Hosp, Ind Ave Middle 253, Guangzhou 510280, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaSong, Yanping论文数: 0 引用数: 0 h-index: 0机构: Gen Hosp Cent Theater Command, Dept Ophthalmol, Wuhan, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaNg, Wing W. Y.论文数: 0 引用数: 0 h-index: 0机构: South China Univ Technol, Sch Comp Sci & Engn, Guangdong Prov Key Lab Computat Intelligence & Cy, Guangzhou, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaFeng, Songfu论文数: 0 引用数: 0 h-index: 0机构: Southern Med Univ, Dept Ophthalmol, Zhujiang Hosp, Ind Ave Middle 253, Guangzhou 510280, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R ChinaYu, Honghua论文数: 0 引用数: 0 h-index: 0机构: Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Eye Inst, Dept Ophthalmol, Second Zhongshan Rd 106, Guangzhou 510080, Peoples R China