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Updated: Sep 13, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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使用生成对抗网络和Kolmogorov-Arnold网络进行三类分类的甲状腺疾病分类.

Aysel Topşir1, Ferdi Güler2, Ecesu Çetin3

  • 1Department of Industrial Engineering, Yıldız Technical University, Davutpaşa, İstanbul, 34220, Türkiye.

BMC medical informatics and decision making
|August 1, 2025
PubMed
概括

这项研究提高了甲状腺疾病的分类,使用生成对抗网络 (GAN) 来增强数据和Kolmogorov-Arnold网络 (KAN) 来提高准确性. 人工智能模型实现了高性能,为临床诊断提供了强大的框架.

关键词:
这是一把手枪.这就是为什么KAN KAN KAN KAN.这是一个MixUp MixUp.三个类别的分类问题.

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