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
  • [21] A novel optic disc and optic cup segmentation technique to diagnose glaucoma using deep learning convolutional neural network over retinal fundus images
    Veena, H. N.
    Muruganandham, A.
    Kumaran, T. Senthil
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (08) : 6187 - 6198
  • [22] Automatic segmentation of optic disc in retinal fundus images using semi-supervised deep learning
    Shaleen Bengani
    Angel Arul Jothi J.
    Vadivel S.
    [J]. Multimedia Tools and Applications, 2021, 80 : 3443 - 3468
  • [23] Assessing Coarse-to-Fine Deep Learning Models for Optic Disc and Cup Segmentation in Fundus Images
    Moris, Eugenia
    Dazeo, Nicolas
    Albina de Rueda, Maria Paula
    Filizzola, Francisco
    Iannuzzo, Nicolas
    Nejamkin, Danila
    Wignall, Kevin
    Leguia, Mercedes
    Larrabide, Ignacio
    Ignacio Orlando, Jose
    [J]. 18TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, 2023, 12567
  • [24] Automatic segmentation of optic disc in retinal fundus images using semi-supervised deep learning
    Bengani, Shaleen
    Jothi, Angel Arul J.
    Vadivel, S.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (03) : 3443 - 3468
  • [25] Automated Extraction of Optic Disc Regions from Fundus Images for Preperimetric Glaucoma Diagnosis
    Park, Ji Sang
    Cho, Hyeon Sung
    Cho, Jae Il
    [J]. 2017 17TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2017, : 1107 - 1110
  • [26] Application of vascular bundle displacement in the optic disc for glaucoma detection using fundus images
    de la Fuente-Arriaga, Jose Abel
    Felipe-Riveron, Edgardo M.
    Garduno-Calderon, Eduardo
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2014, 47 : 27 - 35
  • [27] Deep level set method for optic disc and cup segmentation on fundus images
    Zheng, Yaoyue
    Zhang, Xuetao
    Xu, Xiayu
    Tian, Zhiqiang
    Du, Shaoyi
    [J]. BIOMEDICAL OPTICS EXPRESS, 2021, 12 (11): : 6969 - 6983
  • [28] A Review on the optic disc and optic cup segmentation and classification approaches over retinal fundus images for detection of glaucoma
    H N Veena
    A Muruganandham
    T Senthil Kumaran
    [J]. SN Applied Sciences, 2020, 2
  • [29] A Review on the optic disc and optic cup segmentation and classification approaches over retinal fundus images for detection of glaucoma
    Veena, H. N.
    Muruganandham, A.
    Kumaran, T. Senthil
    [J]. SN APPLIED SCIENCES, 2020, 2 (09)
  • [30] 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.
    [J]. SN Computer Science, 4 (2)
12345