ViViEchoformer:深度视频回归器预测弹射分数

Taymaz Akan1,2, Sait Alp3, Md Shenuarin Bhuiyan4

  • 1Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA.

概括

一个新的深度学习模型,ViViEchoformer,准确地测量了心声影像视频中的射出分数 (EF),为评估心脏功能提供了一个可靠的,自动化的替代人类解释.

相关概念视频

Imaging Studies for Cardiovascular System I:Echocardiography01:17

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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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Imaging Studies for Cardiovascular System II:Types of Echocardiography01:20

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Transthoracic Echocardiography (TTE)
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Aortic Regurgitation I: Introduction01:15

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Mitral Regurgitation I: Introduction01:20

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Electrocardiogram01:29

Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
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