Automatic Segmentation of the Left Ventricle in Apical Four-Chamber View on Transesophageal Echocardiography Based on UNeXt Deep Neural Network

Automatic Segmentation of the Left Ventricle in Apical Four-Chamber View on Transesophageal Echocardiography Based on UNeXt Deep Neural Network

<b>Background/Objectives:</b> The automatic left ventricle segmentation in transesophageal echocardiography (TEE) is of significant importance. In this paper, we constructed a large-scale TEE apical four-chamber view (A4CV) image dataset and proposed an automatic left ventricular segment...

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Bibliographic Details
Main Authors: Lingeer Wu, Yijun Ling, Ling Lan, Kai He, Chunhua Yu, Zhuhuang Zhou, Le Shen
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Diagnostics
Subjects:
transesophageal echocardiography
left ventricle
segmentation
deep learning
Online Access:https://www.mdpi.com/2075-4418/14/23/2766
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