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边界注意力与多任务一致性约束对于半监督的2D心声回声学细分的限制

Yiyang Zhao1, Kangla Liao2, Yineng Zheng3

  • 1Key Laboratory of Biorheology Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, 400044, China.

Computers in biology and medicine
|February 10, 2024
PubMed
概括

本研究引入了一种半监督的方法,用于二维心声回声学细分,通过使用未标记的图像来提高边界和定位信息来改善心脏功能评估.

关键词:
边界注意力模块是一个模块.心声回声学语义细分 语义细分多任务一致性约束 多任务一致性约束自我注意力机制机制半监督学习 半监督学习

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Imaging Studies for Cardiovascular System I:Echocardiography01:17

Imaging Studies for Cardiovascular System I:Echocardiography

Cardiac imaging studies encompass a wide range of noninvasive and minimally invasive techniques designed to visualize the heart's structure and function in detail. One such technique is echocardiography, which uses high-frequency ultrasound waves to produce detailed images of the heart, known as echocardiograms.
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