Detecting Severity of Experimental Autoimmune Uveitis in Mice from Retinal Fundus Photographs using Deep Learning

被引:0
|
作者
Sun, Jian [1 ,2 ]
Huang, Xiaoqin [1 ]
Yousefi, Siamak [1 ,3 ]
机构
[1] Univ Tennessee, Ctr Hlth Sci, Coll Med, Ophthalmol, Memphis, TN 38163 USA
[2] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
[3] Univ Tennessee, Ctr Hlth Sci, Coll Med, Dept Genet Genom & Informat, Memphis, TN 38163 USA
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
116
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs
    Kim, Jae Han
    Hong, Jaeseong
    Choi, Hangnyoung
    Kang, Hyun Goo
    Yoon, Sangchul
    Hwang, Jung Yeon
    Park, Yu Rang
    Cheon, Keun-Ah
    JAMA NETWORK OPEN, 2023, 6 (12) : E2347692
  • [42] Predicting aortic stenosis from colour fundus photographs from the AlzEye Study using a deep learning model
    Sevgi, Mertcan
    Zhou, Yukun
    Wagner, Siegfried
    Williamson, Dominic
    Struyven, Robbert
    Patel, Praveen J.
    Petzold, Axel
    Denniston, Alastair
    Rahi, Jugnoo
    Borja, Mario Cortina
    Keane, Pearse Andrew
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)
  • [43] Deep-learning estimation of choroidal thickness from color fundus photographs
    Tampo, Hironobu
    Takahashi, Hidenori
    Yanagi, Yasuo
    Sakamoto, Shin-ichi
    Inoda, Satoru
    Kawashima, Hidetoshi
    Inoue, Yuji
    Arai, Yusuke
    Takahashi, Ryota
    Soeta, Megumi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (08)
  • [44] Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks
    Ling-Ping Cen
    Jie Ji
    Jian-Wei Lin
    Si-Tong Ju
    Hong-Jie Lin
    Tai-Ping Li
    Yun Wang
    Jian-Feng Yang
    Yu-Fen Liu
    Shaoying Tan
    Li Tan
    Dongjie Li
    Yifan Wang
    Dezhi Zheng
    Yongqun Xiong
    Hanfu Wu
    Jingjing Jiang
    Zhenggen Wu
    Dingguo Huang
    Tingkun Shi
    Binyao Chen
    Jianling Yang
    Xiaoling Zhang
    Li Luo
    Chukai Huang
    Guihua Zhang
    Yuqiang Huang
    Tsz Kin Ng
    Haoyu Chen
    Weiqi Chen
    Chi Pui Pang
    Mingzhi Zhang
    Nature Communications, 12
  • [45] Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks
    Cen, Ling-Ping
    Ji, Jie
    Lin, Jian-Wei
    Ju, Si-Tong
    Lin, Hong-Jie
    Li, Tai-Ping
    Wang, Yun
    Yang, Jian-Feng
    Liu, Yu-Fen
    Tan, Shaoying
    Tan, Li
    Li, Dongjie
    Wang, Yifan
    Zheng, Dezhi
    Xiong, Yongqun
    Wu, Hanfu
    Jiang, Jingjing
    Wu, Zhenggen
    Huang, Dingguo
    Shi, Tingkun
    Chen, Binyao
    Yang, Jianling
    Zhang, Xiaoling
    Luo, Li
    Huang, Chukai
    Zhang, Guihua
    Huang, Yuqiang
    Ng, Tsz Kin
    Chen, Haoyu
    Chen, Weiqi
    Pang, Chi Pui
    Zhang, Mingzhi
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [46] Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
    Voets, Mike
    Mollersen, Kajsa
    Bongo, Lars Ailo
    PLOS ONE, 2019, 14 (06):
  • [47] Deep learning for detecting visually impaired cataracts using fundus images
    Xie, He
    Li, Zhongwen
    Wu, Chengchao
    Zhao, Yitian
    Lin, Chengmin
    Wang, Zhouqian
    Wang, Chenxi
    Gu, Qinyi
    Wang, Minye
    Zheng, Qinxiang
    Jiang, Jiewei
    Chen, Wei
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11
  • [48] Performance of deep learning for detection of chronic kidney disease from retinal fundus photographs: A systematic review and meta-analysis
    Tan, Yuhe
    Ma, Yunxi
    Rao, Suyun
    Sun, Xufang
    EUROPEAN JOURNAL OF OPHTHALMOLOGY, 2024, 34 (02) : 502 - 509
  • [49] Retinal Arteriovenous Information Improves the Prediction Accuracy of Deep Learning-Based baPWV Index From Color Fundus Photographs
    Saito, Michiyuki
    Mitamura, Mizuho
    Fukutsu, Kanae
    Zhenyu, Dong
    Ando, Ryo
    Kase, Satoru
    Katsuta, Satoshi
    Ishida, Susumu
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2025, 66 (02)
  • [50] Explainable diagnosis based on retinal fundus images using deep learning
    Oruc, Ipek
    Delavari, Parsa
    Ozturan, Gulcenur
    Yilmaz, Ozgur
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)