Adversarial Domain Adaptation Network with Enhanced Feature Discriminability for Thyroid Ultrasound Images

Author:

Li Xuewei1,Li Pinjie2,Zhang Ruixuan1,Wang Chenhan3,Wei Xi4,Zhao Mankun1

Affiliation:

1. College of Intelligence and Computing, Tianjin University,Tianjin,China

2. Tianjin International Engineering Institute, Tianjin University,Tianjin,China

3. OpenBayes (Tianjin) IT Co., Ltd.,Tianjin,China

4. Tianjin Medical University Cancer Institute and Hospital,Department of Diagnostic and Therapeutic Ultrasonography,Tianjin,China

Publisher

IEEE

Reference31 articles.

1. Domain-adversarial training of neural networks;ganin;The Journal of Machine Learning Research,2016

2. Generative adversarial networks

3. Learning semantic representations for unsupervised domain adaptation;xie;International Conference on Machine Learning,2018

4. Adversarial discrim-inative domain adaptation;tzeng;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,0

5. Visualizing data using t-sne;van der maaten;Journal of Machine Learning Research,2008

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1. Analysis of thyroid nodule ultrasound images by image feature extraction technique;Современные инновации, системы и технологии - Modern Innovations, Systems and Technologies;2024-09-11

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