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首页> Liver international : official journal of the International Association for the Study of the Liver> An ultrasound image-based deep multi-scale texture network for liver fibrosis grading in patients with chronic HBV infection.

An ultrasound image-based deep multi-scale texture network for liver fibrosis grading in patients with chronic HBV infection.

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作者： Dongsheng,Ruan ^[1] ; Yu,Shi ^[2] ; Linfeng,Jin ^[2] ; Qiao,Yang ^[2] ; Wenwen,Yu ^[3] ; Haotang,Ren ^[4] ; Weiyang,Zheng ^[2] ; Yongping,Chen ^[2] ; Nenggan,Zheng ^[5] ; Min,Zheng ^[1]

作者单位： Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, Zhejiang, P. R. China. ^[1] State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P. R. China. ^[2] Department of Infectious Diseases, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, P. R. China. ^[3] Department of Infectious Diseases, Beilun People's Hospital, Ningbo, P. R. China. ^[4] Wenzhou Key Laboratory of Hepatology, Department of Infectious Diseases, Hepatology Institute of Wenzhou Medical University, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, P. R. China. ^[5]

关键词 deep learning image classification liver fibrosis ultrasound images

主题词天冬氨酸氨基转移酶类(Aspartate Aminotransferases);活组织检查(Biopsy);弹性成像技术(Elasticity Imaging Techniques);乙型肝炎病毒(Hepatitis B virus);人类(Humans);肝(Liver);肝硬化(Liver Cirrhosis);肝疾病(Liver Diseases);ROC曲线(ROC Curve)

DOI 10.1111/liv.14999

PMID 34219353

发布时间 2022-07-21

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Liver international : official journal of the International Association for the Study of the Liver

Liver international

2021年41卷10期

2440-2454页

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Liver international : official journal of the International Association for the Study of the Liver

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Liver international

2021年41卷10期

2440-2454页

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