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Updated: May 6, 2026

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启动U-Net用于增强乳房超声波图像细分使用转移学习

Yeonhyo Choi1, Myoung Nam Kim2, Sungdae Na3

  • 1Department of Medical & Biological Engineering, Graduate School, Kyungpook National University, Daegu 41404, Republic of Korea.

Bioengineering (Basel, Switzerland)
|February 27, 2026
PubMed
概括

这项研究通过将Inception模块集成到U-Net架构中来增强超声图像中的乳腺癌细分. 改进的模型显示了~5%的性能提升,推进了自动化医疗图像分析.

关键词:
这就是U-Net.乳房超声波 乳房超声波是什么?深度学习是一种深度学习.图像细分 图像细分开始的开始的开始.医学成像医学成像转移学习转移学习

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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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