Thyroid Nodule Ultrasound Image Segmentation Based on Improved Swin Transformer

To address the issue of inaccurate segmentation caused by blurred edges and strong noise in thyroid nodule ultrasound images, an image segmentation method based on an improved Swin Transformer is proposed. First, depthwise convolutional layers are integrated into the encoder/decoder of the Swin Tran...

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Hlavní autoři:	Yue Wu, Lin Huang, Tiejun Yang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2025-01-01
Edice:	IEEE Access
Témata:	Image segmentation transformer thyroid nodule ultrasound image
On-line přístup:	https://ieeexplore.ieee.org/document/10847842/
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