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SimLVSeg:简化左心室细分在2D+时间心声图中,以自我和弱监督学习.

Fadillah Maani1, Asim Ukaye1, Nada Saadi1

  • 1Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates.

Ultrasound in medicine & biology
|September 29, 2024
PubMed
概括

简化左心室 (LV) 细分 (SimLVSeg) 使用视频网络从稀疏的回声心脏图数据进行可靠的细分. 这种方法可以高效地实现高精度,推进自动心脏图像分析.

关键词:
3D细分是指三维的细分.左心室细分的左心室细分自我监督 自我监督稀疏的视频细分,没有细分.这是一个超级图像,超级图像.时间掩盖是时间掩盖.

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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.
Indications: Echocardiography is utilized to diagnose heart failure, valve disorders, and myocardial infarction. It also assesses cardiac structures' size, shape, and motion,...
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