Using 3D Deep Learning for Classification of Multiple Retinal Diseases on Optical Coherence Tomography Images

被引:0
|
作者
Tang, Ziqi [1 ]
Zhang, Yuhan [2 ]
Yang, Gabriel [1 ]
Ran, Anran [1 ]
Szeto, Simon [1 ]
Ho, Mary [3 ]
Chan, Victor [3 ]
Heng, Pheng-Ann [2 ]
Cheung, Carol [1 ]
机构
[1] Chinese Univ Hong Kong, Fac Med, Dept Ophthalmol & Visual Sci, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Fac Sci, Dept Comp Sci & Engn, Hong Kong, Peoples R China
[3] Prince Wales Hosp, Hong Kong, Peoples R China
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
引用
收藏
页数:3
相关论文
共 50 条
  • [21] A Statistical Model for 3D Segmentation of Retinal Choroid in Optical Coherence Tomography Images
    Ghasemi, F.
    Rabbani, H.
    MEDICAL IMAGING 2014: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2014, 9038
  • [22] Transfer Learning-Based Classification of Optical Coherence Tomography Retinal Images
    Lian Chaoming
    Zhong Shuncong
    Zhang Tianfu
    Zhou Ning
    Xie Maosong
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (01)
  • [23] Optical coherence tomography retinal classification using deep neural network
    Khudhur, Ahmed Mahmood
    JOURNAL OF OPTICS-INDIA, 2025,
  • [24] Methodological Challenges of Deep Learning in Optical Coherence Tomography for Retinal Diseases: A Review
    Yanagihara, Ryan T.
    Lee, Cecilia S.
    Ting, Daniel Shu Wei
    Lee, Aaron Y.
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (02):
  • [25] Classification of pachychoroid on optical coherence tomography using deep learning
    Nam Yeo Kang
    Ho Ra
    Kook Lee
    Jun Hyuk Lee
    Won Ki Lee
    Jiwon Baek
    Graefe's Archive for Clinical and Experimental Ophthalmology, 2021, 259 : 1803 - 1809
  • [26] Classification of pachychoroid on optical coherence tomography using deep learning
    Kang, Nam Yeo
    Ra, Ho
    Lee, Kook
    Lee, Jun Hyuk
    Lee, Won Ki
    Baek, Jiwon
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2021, 259 (07) : 1803 - 1809
  • [27] Ensemble Learning based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography Images
    Kim, Jongwoo
    Tran, Loc
    2020 IEEE 33RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS(CBMS 2020), 2020, : 532 - 537
  • [28] A lightweight deep learning model for retinal optical coherence tomography image classification
    Mathews, Mili Rosline
    Anzar, Sharafudeen Thaha Mohammed
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2023, 33 (01) : 204 - 216
  • [29] Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning
    Shah, Mital
    Ledo, Ana Roomans
    Rittscher, Jens
    ACTA OPHTHALMOLOGICA, 2020, 98 (06) : E715 - E721
  • [30] Fast and Efficient Method for Optical Coherence Tomography Images Classification Using Deep Learning Approach
    Ara, Rouhollah Kian
    Matiolanski, Andrzej
    Dziech, Andrzej
    Baran, Remigiusz
    Domin, Pawel
    Wieczorkiewicz, Adam
    SENSORS, 2022, 22 (13)