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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 segmentation method...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Lingeer Wu, Yijun Ling, Ling Lan, Kai He, Chunhua Yu, Zhuhuang Zhou, Le Shen
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2024-12-01
Schriftenreihe:Diagnostics
Schlagworte:
transesophageal echocardiography
left ventricle
segmentation
deep learning
Online-Zugang:https://www.mdpi.com/2075-4418/14/23/2766
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