An Automated Deep Learning Approach to Diagnose Glaucoma using Retinal Fundus Images

Author:

Shoukat Ayesha1,Akbar Shahzad1,Hassan Syed Al E1,Rehman Amjad2,Ayesha Noor3

Affiliation:

1. Riphah International University, Faisalabad Campus,Department of Computing,Pakistan

2. Prince Sultan University,Artificial Intelligence & Data Analytics Lab (AIDA),Riyadh,Saudi Arabia

3. University, Zhengzhou,School of Clinical Medicine Zhengzhou,Henan,RP China

Publisher

IEEE

Reference35 articles.

1. Deep Learning Ensemble Method for Classifying Glaucoma Stages Using Fundus Photographs and Convolutional Neural Networks;cho;Current Eye Research,2021

2. Efficientnet: Rethinking model scaling for convolutional neural networks;tan;International Conference on Machine Learning,2019

3. Deep residual learning for image recognition;he;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2016

4. Very deep convolutional networks for large-scale image recognition;simonyan;arXiv preprint arXiv 1409 1556,2014

5. Machine Learning Based Automated Segmentation and Hybrid Feature Analysis for Diabetic Retinopathy Classification Using Fundus Image

Cited by 15 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. Artificial intelligence in glaucoma: opportunities, challenges, and future directions;BioMedical Engineering OnLine;2023-12-16

2. Automated Detection of Glaucoma from Fundus Images Using Deep Convolutional Networks;2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON);2023-12-01

3. Improved Whale Optimization Algorithm with Deep Learning-Driven Retinal Fundus Image Grading and Retrieval;Engineering, Technology & Applied Science Research;2023-10-13

4. Computer-Aided System for Pneumothorax Detection through Chest X-ray Images using Convolutional Neural Network;2023 International Conference on IT and Industrial Technologies (ICIT);2023-10-09

5. Melanoma Classification Through Deep Learning Using Dermoscopic Images;2023 International Conference on IT and Industrial Technologies (ICIT);2023-10-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3