Deep learning on fundus images detects glaucoma beyond the optic disc (vol 11, 20313, 2021)

被引：0
|
作者：
Hemelings, Ruben
Elen, Bart
Barbosa-Breda, Joao
Blaschko, Matthew B.
De Boever, Patrick
Stalmans, Ingeborg
机构：
[1] KU Leuven,Research Group Ophthalmology, Department of Neurosciences
[2] UZ Leuven,Ophthalmology Department
[3] Alameda Prof. Hernâni Monteiro,Cardiovascular R&D Center, Faculty of Medicine of the University of Porto
[4] Alameda Prof. Hernâni Monteiro,Department of Ophthalmology, Centro Hospitalar E Universitário São João
[5] ESAT-PSI,Department of Biology
[6] KU Leuven,undefined
[7] Hasselt University,undefined
[8] University of Antwerp,undefined
[9] Flemish Institute for Technological Research (VITO),undefined
来源：
SCIENTIFIC REPORTS | 2023年 / 13卷 / 01期
关键词：
D O I：
10.1038/s41598-023-48939-z
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
引用
收藏
页数：2
相关论文
共 50 条
  • [31] Glaucoma Detection Using Clustering and Segmentation of the Optic Disc Region from Retinal Fundus Images
    Guru Prasad M.S.
    Naveen Kumar H.N.
    Raju K.
    Santhosh Kumar D.K.
    Chandrappa S.
    SN Computer Science, 4 (2)
  • [32] Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection
    Jiang, Yuming
    Xia, Hu
    Xu, Yanwu
    Cheng, Jun
    Fu, Huazhu
    Duan, Lixin
    Meng, Zhigang
    Liu, Jiang
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 862 - 865
  • [33] Deep Learning Methods for Glaucoma Identification Using Digital Fundus Images
    Virbukaite, Sandra
    Bernataviciene, Jolita
    BALTIC JOURNAL OF MODERN COMPUTING, 2020, 8 (04): : 520 - 530
  • [34] Screening for Glaucoma from Fundus Images via Multitask Deep Learning
    Li, Shuo
    Sui, Xiaodan
    Wang, Yu
    Che, Tongtong
    Jiao, Wanzhen
    Zhao, Bojun
    Zheng, Yuanjie
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [35] Identification of glaucoma from fundus images using deep learning techniques
    Ajitha, S.
    Akkara, John D.
    Judy, M., V
    INDIAN JOURNAL OF OPHTHALMOLOGY, 2021, 69 (10) : 2702 - 2709
  • [36] Deep Ensemble Learning for Classification of Glaucoma from Smartphone Fundus Images
    Angara, Sandeep
    Kim, Jongwoo
    2024 IEEE 37TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2024, 2024, : 412 - 417
  • [37] Detection of Optic Disc Abnormalities in Color Fundus Photographs Using Deep Learning
    Liu, T. Y. Alvin
    Wei, Jinchi
    Zhu, Hongxi
    Subramanian, Prem S.
    Myung, David
    Yi, Paul H.
    Hui, Ferdinand K.
    Unberath, Mathias
    Ting, Daniel S. W.
    Miller, Neil R.
    JOURNAL OF NEURO-OPHTHALMOLOGY, 2021, 41 (03) : 368 - 374
  • [38] Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning
    Kim, Jongwoo
    Loc Tran
    Chew, Emily Y.
    Antani, Sameer
    2019 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2019, : 489 - 494
  • [39] Robust optic disc and cup segmentation with deep learning for glaucoma detection
    Yu, Shuang
    Xiao, Di
    Frost, Shaun
    Kanagasingam, Yogesan
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2019, 74 : 61 - 71
  • [40] Detection of Glaucoma Progression on Optic Disc Photographs (DP) with Deep Learning
    Mohammadzadeh, Vahid
    Broering, Alex
    Vepa, Arvind
    Pan, Zehao
    Oyler-Yaniv, Alon
    Salazar, Diana
    Nezhad, Golnoush Sadat Mahmoudi
    Martinyan, Jack
    Morales, Esteban
    Caprioli, Joseph
    Scalzo, Fabien
    Nouri-Mahdavi, Kouros
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
12345