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Updated: Jan 7, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

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[基于改进的移动窗口变压器和图形卷积网络的骨关节炎的图像分类]

Liang Jiang1, Hui Cao1, Zhiming Ma1

  • 1College of Medical Information Engineering, Shandong University of Traditional Chinese Medicine, Jinan 250355, P. R. China.

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
|December 25, 2025
PubMed
概括

本研究介绍了一种人工智能模型,用于使用改进的Swin变压器和图形卷积网络来诊断关节炎. 该方法增强了关节空间特征提取,提高了这种常见的退行性关节疾病的早期诊断准确度.

关键词:
深度学习是一种深度学习.图表 卷积网络 卷积网络图像的分类图像的分类.骨关节炎是一种骨关节炎.转移的窗口 变压器 变压器

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