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Introduction

Bimonthly, started in 1957
Administrator
Shanxi Provincial Education Department
Sponsor
Taiyuan University of Technology
Publisher
Ed. Office of Journal of TYUT
Editor-in-Chief
SUN Hongbin
ISSN: 1007-9432
CN: 14-1220/N

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Shanxi Provincial Education Department

Taiyuan University of Technology

location： home> 2022,53(01)

Alternate Optimization Method For 3D Pulmonary Nodules Retrieval Based on Medical Sign

In order to solve the problems such as the complicated process of manual diagnosis and retrieval, high misdiagnosis rate, large amount of data, sparse Hash codes, a 3D ResNet network based on multi-label semantic supervision was proposed to quantify the medical signs of pulmonary nodules and construct a multi-label data set. 3D lung nodules were constructed by trilinear interpolation method, and loss functions were designed by similarity measurement for 3D feature learning. Then Hash codes were c...

Taiyuan University of technology 2022,53(01): ZHANG Yanan, ZHAO Juanjuan, WU Wei, GENG Xin, HOU Guojie. ;

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