Human Grading of Diabetic Retinopathy Improves Deep Learning Based Automatic Segmentation of Microaneurysms from Fundus Image

被引:0
|
作者
Sui, Xiaodan [1 ]
Jiang, Yanyun [1 ]
Ding, Yanhui [1 ]
Peng, Yingjie [1 ]
Jiao, Wanzhen [2 ]
Zhao, Bojun [2 ]
Zheng, Yuanjie [1 ]
机构
[1] Shandong Normal Univ, Sch Informat Sci & Engn, Jinan, Shandong, Peoples R China
[2] Shandong Univ, Shandong Prov Hosp, Ophthalmol, Jinan, Peoples R China
基金
中国国家自然科学基金;
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
2037
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading
    Romero-Oraa, Roberto
    Herrero-Tudela, Maria
    Lopez, Maria I.
    Hornero, Roberto
    Garcia, Maria
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 249
  • [2] Automated Grading of Diabetic Retinopathy by Simulating Human's Attention with Deep Learning in Fundus Image
    Jiang, Yanyun
    Sui, Xiaodan
    Jia, Weikuan
    Lian, Jian
    Jiao, Wanzhen
    Zheng, Yuanjie
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [3] Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
    Jaakko Sahlsten
    Joel Jaskari
    Jyri Kivinen
    Lauri Turunen
    Esa Jaanio
    Kustaa Hietala
    Kimmo Kaski
    [J]. Scientific Reports, 9
  • [4] Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
    Sahlsten, Jaakko
    Jaskari, Joel
    Kivinen, Jyri
    Turunen, Lauri
    Jaanio, Esa
    Hietala, Kustaa
    Kaski, Kimmo
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1)
  • [5] A Deep Learning Based Approach for Grading of Diabetic Retinopathy Using Large Fundus Image Dataset
    Mehboob, Ayesha
    Akram, Muhammad Usman
    Alghamdi, Norah Saleh
    Abdul Salam, Anum
    [J]. DIAGNOSTICS, 2022, 12 (12)
  • [6] Deep learning for automatic diabetic retinopathy grading of ultra-widefield fundus images
    Sarhan, Mhd Hasan
    Sha, Patricia
    Chen, Mike
    Durbin, Mary K.
    Yigitsoy, Mehmet
    Eslami, Abouzar
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [7] Detection and Classification of Microaneurysms and Haemorrhages from Fundus Images for Efficient Grading of Diabetic Retinopathy
    Patil, Preethi
    Sheelavant, Savita
    [J]. 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER, AND OPTIMIZATION TECHNIQUES (ICEECCOT - 2018), 2018, : 727 - 730
  • [8] Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening
    Rahim, Sarni Suhaila
    Jayne, Chrisina
    Palade, Vasile
    Shuttleworth, James
    [J]. NEURAL COMPUTING & APPLICATIONS, 2016, 27 (05): : 1149 - 1164
  • [9] A domain adaptation method for deep learning based automatic diabetic retinopathy grading
    Liu, Bingyuan
    Chakor, Hadi
    Kobbi, Riadh
    Murugesan, Balamurali
    Kabir, Waziha
    Chelbi, Jihed
    Racine, Marc-Andre
    Dolz, Jose
    Ben Ayed, Ismail
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)
  • [10] Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening
    Sarni Suhaila Rahim
    Chrisina Jayne
    Vasile Palade
    James Shuttleworth
    [J]. Neural Computing and Applications, 2016, 27 : 1149 - 1164