The U-Net Family for Epicardial Adipose Tissue Segmentation and Quantification in Low-Dose CT

The U-Net Family for Epicardial Adipose Tissue Segmentation and Quantification in Low-Dose CT

Epicardial adipose tissue (EAT) is located between the visceral pericardium and myocardium, and EAT volume is correlated with cardiovascular risk. Nowadays, many deep learning-based automated EAT segmentation and quantification methods in the U-net family have been developed to reduce the workload f...

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Bibliographic Details
Main Authors: Lu Liu, Runlei Ma, Peter M. A. van Ooijen, Matthijs Oudkerk, Rozemarijn Vliegenthart, Raymond N. J. Veldhuis, Christoph Brune
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Technologies
Subjects:
epicardial adipose tissue
deep neural networks
segmentation
low-dose computed tomography
Online Access:https://www.mdpi.com/2227-7080/11/4/104

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https://www.mdpi.com/2227-7080/11/4/104

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