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Asynchronous feature regularization and cross-modal distillation for OCT based glaucoma diagnosis.

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第一作者： Diping,Song

第一单位： Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China; University of Chinese Academy of Sciences, Beijing, 100049, China; Shanghai Artificial Intelligence Laboratory, Shanghai, 200232, China. Electronic address: dp.song@siat.ac.cn.

作者： Diping,Song ^[1] ; Fei,Li ^[2] ; Cheng,Li ^[3] ; Jian,Xiong ^[4] ; Junjun,He ^[5] ; Xiulan,Zhang ^[6] ; Yu,Qiao ^[7]

作者单位： Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China; University of Chinese Academy of Sciences, Beijing, 100049, China; Shanghai Artificial Intelligence Laboratory, Shanghai, 200232, China. Electronic address: dp.song@siat.ac.cn. ^[1] State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, 510060, China. Electronic address: lifei.aletheus@gmail.com. ^[2] Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China. Electronic address: cheng.li6@siat.ac.cn. ^[3] Ophthalmic Center, The Second Affiliated Hospital of Nanchang University, Nanchang, 330000, China. Electronic address: 894040417@qq.com. ^[4] Shanghai Artificial Intelligence Laboratory, Shanghai, 200232, China. Electronic address: hejunjun@pjlab.org.cn. ^[5] State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, 510060, China. Electronic address: zhangxl2@mail.sysu.edu.cn. ^[6] Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China; Shanghai Artificial Intelligence Laboratory, Shanghai, 200232, China. Electronic address: yu.qiao@siat.ac.cn. ^[7]

关键词 Convolutional neural networks Cross-modal distillation Deep learning Glaucoma diagnosis Optical Coherence Tomography

医学主题词人类(Humans);体层摄影术, 光学相干(Tomography, Optical Coherence);视野(Visual Fields);蒸馏(Distillation);青光眼(Glaucoma);视野测试(Visual Field Tests);眼内压(Intraocular Pressure)

DOI 10.1016/j.compbiomed.2022.106283

PMID 36442272

发布时间 2022-12-25

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准确一般字义偏差语意偏离译文作用小提交