Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network.

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第一作者： V,Deepa

第一单位： Department of Electrical and Electronics Engineering, Rajiv Gandhi Institute of Technology, Kottayam, India. deepasuru@gmail.com.

作者： V,Deepa ^[1] ; C,Sathish Kumar ^[2] ; Thomas,Cherian ^[3]

作者单位： Department of Electrical and Electronics Engineering, Rajiv Gandhi Institute of Technology, Kottayam, India. deepasuru@gmail.com. ^[1] APJ Abdul Kalam Technological University, Thiruvananthapuram, India. deepasuru@gmail.com. ^[2] APJ Abdul Kalam Technological University, Thiruvananthapuram, India. ^[3] Department of Electronics and Communication Engineering, Rajiv Gandhi Institute of Technology, Kottayam, India. ^[4] Department of Retina, Little Flower Hospital and Research Centre, Angamaly, Ernakulam, India. ^[5]

关键词 Diabetic retinopathy Hierarchical clustering Multi-sized patches Pre-trained CNN models Siamese network

主题词算法(Algorithms);聚类分析(Cluster Analysis);糖尿病(Diabetes Mellitus);糖尿病视网膜病变(Diabetic Retinopathy);人类(Humans)

DOI 10.1007/s13246-022-01129-z

PMID 35587313

发布时间 2022-06-30

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Physical and engineering sciences in medicine

2022年45卷2期

623-635页

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Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network.

Physical and engineering sciences in medicine

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Physical and engineering sciences in medicine

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Automated grading of diabetic retinopathy using CNN with hierarchical clustering of image patches by siamese network.

Physical and engineering sciences in medicine

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Physical and engineering sciences in medicine

相关期刊

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