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Siamese network based fine grained classification for Diabetic Retinopathy grading

  • Published:2022-09 Issue: Volume:78 Page:103874
  • ISSN:1746-8094
  • Container-title:Biomedical Signal Processing and Control
  • language:en
  • Short-container-title:Biomedical Signal Processing and Control

Author:

Nirthika RajendranORCID,Manivannan SiyamalanORCID,Ramanan AmirthalingamORCID

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference45 articles.

1. Global causes of blindness and distance vision impairment 1990–2020: a systematic review and meta-analysis;Flaxman;Lancet Glob. Health,2017

2. Automated diabetic retinopathy detection based on binocular siamese-like convolutional neural network;Zeng;IEEE Access,2019

3. Deep learning based early detection and grading of diabetic retinopathy using retinal fundus images;Islam,2018

4. B. Graham, Kaggle Diabetic Retinopathy Detection competition report, Tech. rep, 2015.

5. M. Antony, S. Brggemann, Kaggle diabetic retinopathy detection: Team o_O solution, Tech. rep, 2015.

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading;Computer Methods and Programs in Biomedicine;2024-06

2. Graph-SeTES: A graph based search task extraction using Siamese network;Information Sciences;2024-04

3. Exploring machine learning techniques for feature extraction and classification of diabetes related medical data: A comprehensive review;Internet of Things and Machine Learning for Type I and Type II Diabetes;2024

4. Siamese Networks in Medical Imaging: A Bibliometrics Analysis;2023 6th International Conference on Digital Medicine and Image Processing;2023-11-09

5. Grading diabetic retinopathy using multiresolution based CNN;Biomedical Signal Processing and Control;2023-09
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