Robust deep learning for automated AMD screening and staging based on a retinal foundation model

被引：0
|
作者：
Araujo, Teresa [1 ]
Aresta, Guilherme Moreira [1 ]
Schmidt-Erfurth, Ursula [2 ]
Bogunovic, Hrvoje [1 ]
机构：
[1] Med Univ Wien, Christian Doppler Lab Artificial Intelligence Ret, Vienna, Austria
[2] Med Univ Wien, Ophthalmol, Vienna, Austria
来源：
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE | 2024年 / 65卷 / 07期
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：
2833
引用
收藏
页数：4
相关论文
共 50 条
  • [31] Deep learning for longitudinal OCT retinal layer thickness and AMD progression prediction
    Gao, Qitong
    Amason, Joshua
    Rathinavelu, Jay
    Pajic, Miroslav
    Hadziahmetovic, Majda
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)
  • [32] Automated Screening of Parkinson's Disease Using Deep Learning Based Electroencephalography
    Shaban, Mohamed
    2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2021, : 158 - 161
  • [33] Automated identification of disease activity and therapeutic response in neovascular AMD by deep learning
    Schmidt-Erfurth, Ursula
    Vogl, Wolf-Dieter
    Waldstein, Sebastian M.
    Gerendas, Bianca S.
    Schlegl, Thomas
    Bogunovic, Hrvoje
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [34] Deep Learning-Based Automated Detection of Retinal Breaks and Detachments on Fundus Photography
    Christ, Merlin
    Habra, Oussama
    Monnin, Killian
    Vallotton, Kevin
    Sznitman, Raphael
    Wolf, Sebastian
    Zinkernagel, Martin
    Neila, Pablo Marquez
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2024, 13 (04):
  • [35] A generalizable deep learning regression model for automated glaucoma screening from fundus images
    Hemelings, Ruben
    Elen, Bart
    Schuster, Alexander K.
    Blaschko, Matthew B.
    Barbosa-Breda, Joao
    Hujanen, Pekko
    Junglas, Annika
    Nickels, Stefan
    White, Andrew
    Pfeiffer, Norbert
    Mitchell, Paul
    De Boever, Patrick
    Tuulonen, Anja
    Stalmans, Ingeborg
    NPJ DIGITAL MEDICINE, 2023, 6 (01)
  • [36] A generalizable deep learning regression model for automated glaucoma screening from fundus images
    Ruben Hemelings
    Bart Elen
    Alexander K. Schuster
    Matthew B. Blaschko
    João Barbosa-Breda
    Pekko Hujanen
    Annika Junglas
    Stefan Nickels
    Andrew White
    Norbert Pfeiffer
    Paul Mitchell
    Patrick De Boever
    Anja Tuulonen
    Ingeborg Stalmans
    npj Digital Medicine, 6
  • [37] Automated diabetic retinopathy screening using deep learning
    Guefrachi, Sarra
    Echtioui, Amira
    Hamam, Habib
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (24) : 65249 - 65266
  • [38] Deep learning for automated sleep staging using instantaneous heart rate
    Sridhar, Niranjan
    Shoeb, Ali
    Stephens, Philip
    Kharbouch, Alaa
    Ben Shimol, David
    Burkart, Joshua
    Ghoreyshi, Atiyeh
    Myers, Lance
    NPJ DIGITAL MEDICINE, 2020, 3 (01)
  • [39] Artifical intelligence with optimal deep learning enabled automated retinal fundus image classification model
    Gupta, Indresh Kumar
    Choubey, Abha
    Choubey, Siddhartha
    EXPERT SYSTEMS, 2022, 39 (10)
  • [40] A deep learning model based glaucoma detection using retinal images
    Ruby Elizabeth J.
    Kesavaraja D.
    Ebenezer Juliet S.
    Journal of Intelligent and Fuzzy Systems, 2024, 1 (01):
12345