Automatic Diagnosis of Diabetic Retinopathy from Retinal Abnormalities: Improved Jaya-Based Feature Selection and Recurrent Neural Network

被引:0
|
作者
Ravala, Lavanya [1 ]
Rajini, G.K. [2 ]
机构
[1] ECE/SENSE, VIT, Vellore Campus, Tiruvalam Rd, Katpadi, Tamil Nadu, Vellore,632014, India
[2] Department of Instrumentation, SELECT VIT, Vellore Campus, Tiruvalam Rd, Katpadi, Tamil Nadu, Vellore,632014, India
来源
Computer Journal | 2022年 / 65卷 / 07期
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Blood - Blood vessels - Classification (of information) - Deep learning - Extraction - Eye protection - Gabor filters - Heuristic algorithms - Hough transforms - Image enhancement - Image segmentation - Ophthalmology - Optimization
引用
收藏
页码:1904 / 1922
相关论文
共 50 条
  • [1] Automatic Diagnosis of Diabetic Retinopathy from Retinal Abnormalities: Improved Jaya-Based Feature Selection and Recurrent Neural Network
    Ravala, Lavanya
    Rajini, G. K.
    COMPUTER JOURNAL, 2022, 65 (07): : 1904 - 1922
  • [2] Automatic Diagnosis of Diabetic Retinopathy from Retinal Abnormalities: Improved Jaya-Based Feature Selection and Recurrent Neural Network (vol 65, pg 1904, 2022)
    Ravala, Lavanya
    Rajini, G. K.
    COMPUTER JOURNAL, 2023, 67 (05): : 2007 - 2007
  • [4] Performance Analysis of Deep-Neural-Network-Based Automatic Diagnosis of Diabetic Retinopathy
    Tariq, Hassan
    Rashid, Muhammad
    Javed, Asfa
    Zafar, Eeman
    Alotaibi, Saud S.
    Zia, Muhammad Yousuf Irfan
    SENSORS, 2022, 22 (01)
  • [5] Diabetic Retinopathy Diagnosis from Retinal Images Using Modified Hopfield Neural Network
    D. Jude Hemanth
    J. Anitha
    Le Hoang Son
    Mamta Mittal
    Journal of Medical Systems, 2018, 42
  • [6] Diabetic Retinopathy Diagnosis from Retinal Images Using Modified Hopfield Neural Network
    Hemanth, D. Jude
    Anitha, J.
    Son, Le Hoang
    Mittal, Mamta
    JOURNAL OF MEDICAL SYSTEMS, 2018, 42 (12)
  • [7] Diabetic Retinopathy Diagnosis in Retinal Images Using Hopfield Neural Network
    Hemanth, D. Jude
    Anitha, J.
    Indumathy, A.
    IETE JOURNAL OF RESEARCH, 2016, 62 (06) : 893 - 900
  • [8] Neural Network Based Method for the Diagnosis of Diabetic Retinopathy
    Gadriye, Dipika
    Khandale, Gopichand
    2014 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS, 2014, : 1073 - 1077
  • [9] Automatic Detection of Blood Vessels and Classification in Retinal Images for Diabetic Retinopathy Diagnosis with Application of Convolution Neural Network
    Kazakh-British, N. S. Pazovskiy
    Pak, A. A.
    Abdullina, Dana
    2018 INTERNATIONAL CONFERENCE ON SENSORS, SIGNAL AND IMAGE PROCESSING (SSIP 2018), 2018, : 60 - 63
  • [10] Feature Selection of Diabetic Retinopathy Disease Using Particle Swarm Optimization and Neural Network
    Herliana, Asti
    Arifin, Toni
    Susanti, Sari
    Hikmah, Agung Baitul
    2018 6TH INTERNATIONAL CONFERENCE ON CYBER AND IT SERVICE MANAGEMENT (CITSM), 2018, : 128 - 131