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Updated: Jul 5, 2025

Quantification of Mouse Heart Left Ventricular Function, Myocardial Strain, and Hemodynamic Forces by Cardiovascular Magnetic Resonance Imaging
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Quantification of Mouse Heart Left Ventricular Function, Myocardial Strain, and Hemodynamic Forces by Cardiovascular Magnetic Resonance Imaging

Published on: May 24, 2021

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从心血管磁共振图像使用机器学习检测低可塑性左心综合征解剖学

Dominik Daniel Gabbert1, Lennart Petersen2,3, Abigail Burleigh2

  • 1Department of Congenital Heart Disease and Pediatric Cardiology, DZHK (German Center for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, University Hospital Schleswig-Holstein, Kiel, Germany. Dominik.Gabbert@uksh.de.

Magma (New York, N.Y.)
|January 12, 2024
PubMed
概括

一个新型的神经网络准确地识别了心血管磁共振 (CMR) 图像中的关键解剖标志,用于检测低可塑性左心综合征 (HLHS),达到98.7%的分类准确度,并改善了医生的工作流程.

关键词:
人体解剖学 解剖学 解剖学分类 分类 分类 分类.遗传性心脏病是一种先天性心脏病.卷积神经网络是一种卷积神经网络.

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相关概念视频

Imaging Studies for Cardiovascular System III: X-Ray01:20

Imaging Studies for Cardiovascular System III: X-Ray

The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
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