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Updated: May 5, 2026

A Label-Free Segmentation Approach for Intravital Imaging of Mammary Tumor Microenvironment
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[使用乳房超声波图像进行瘤细分的联合蒸模型]

Hongjiang Guo1, Youyou Ding1, Hao Dang1,2

  • 1School of Information Technology, Henan University of Chinese Medicine, Zhengzhou 450046, P. R. China.

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

我们开发了一个轻量级的T2KD注意力U-Net用于细分乳房超声波图像,显著减少模型大小和计算,同时保持高精度的病变确定.

关键词:
注意力机制注意力机制乳房超声波图像 乳房超声波图像联合蒸联合蒸语义细分 语义细分是指语义细分.这就是U-Net.

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Imaging Studies II: Ultrasonography01:24

Imaging Studies II: Ultrasonography

IntroductionUltrasonography, or renal ultrasound, is a noninvasive medical imaging technique that uses high-frequency sound waves to visualize the kidneys, ureters, bladder, and surrounding tissues.Indications for Urinary System UltrasonographyUrinary system ultrasonography is indicated in various clinical scenarios, such as:Kidney Stones (Urolithiasis): To detect and monitor the size and presence of kidney or urinary tract stones.Hydronephrosis: To assess the dilation of the renal pelvis and...
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