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Updated: Jan 12, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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注意细节: 一个有条件的多头变压器用于交通标志识别

Isra Naz1,2, Jamal Hussain Shah1, Ali Tahir3

  • 1Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan.

PloS one
|November 4, 2025
PubMed
概括

这项研究引入了条件视觉变压器 (CViT),以改善自动驾驶的交通标志识别. CViT可以动态调整其注意力机制,在具有挑战性的条件下提高准确性和可靠性.

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