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深度学习用于自动化左心室外流通道直径测量在2D心声回声学

Sigurd Zijun Zha1, Magnus Rogstadkjernet2, Lars Gunnar Klæboe3

  • 1University of Oslo, Oslo, Norway. sigzha@gmail.com.

Cardiovascular ultrasound
|October 13, 2023
PubMed
概括

深度学习 (DL) 模型可以在心声图中准确测量左心室外流通道直径 (LVOTd),匹配专家心脏病学家的性能. 这种自动化方法在改善临床实践中的中风体积计算方面表现有前途.

关键词:
自动化测量自动化测量深度学习是一种深度学习.左心室的外流通道是左心室的外流通道机器学习是机器学习.跨胸腔心脏回声学 (Transthoracic echocardiography) 是一种心脏回声学.

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相关概念视频

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

Imaging Studies for Cardiovascular System II:Types of Echocardiography

Echocardiography plays a role in assessing cardiac health and detecting heart conditions, with various types providing critical insights for diagnosis and treatment.
Types of Echocardiography
Transthoracic Echocardiography (TTE)
TTE is the most common type of echocardiogram which involves placing a transducer on the patient's chest, emitting sound waves to create heart images. TTE is invaluable for evaluating the heart's size, structure, and motion, making it particularly useful for...
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