Resampling-based cost loss attention network for explainable imbalanced diabetic retinopathy grading.

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第一作者： Haiyan,Li

第一单位： School of Information, Yunnan University, Kunming, 650504, PR China.

作者： Haiyan,Li ^[1] ; Xiaofang,Dong ^[1] ; Wei,Shen ^[2] ; Fuhua,Ge ^[1] ; Hongsong,Li ^[1]

作者单位： School of Information, Yunnan University, Kunming, 650504, PR China. ^[1] Department of Ophthalmology, The Affiliated Hospital of Yunnan University, The Second Hospital of Yunnan Province, Kunming, Yunnan Province, PR China. Electronic address: li_shenwei@163.com. ^[2]

关键词 Cost loss Diabetic retinopathy grading Gradient-weighted class activation mapping Neuron and normalized channel-spatial attention module Progressively-balanced resampling

主题词糖尿病(Diabetes Mellitus);糖尿病视网膜病变(Diabetic Retinopathy);人类(Humans)

DOI 10.1016/j.compbiomed.2022.105970

PMID 36058067

发布时间 2022-09-30

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