Comparison of deep learning-based image segmentation methods for intravascular ultrasound on retrospective and large image cohort study

Comparison of deep learning-based image segmentation methods for intravascular ultrasound on retrospective and large image cohort study

Abstract Objectives The aim of this study was to investigate the generalization performance of deep learning segmentation models on a large cohort intravascular ultrasound (IVUS) image dataset over the lumen and external elastic membrane (EEM), and to assess the consistency and accuracy of automated...

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Bibliographic Details
Main Authors: Liang Dong, Wei Lu, Xuzhou Lu, Xiaochang Leng, Jianping Xiang, Changling Li
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BioMedical Engineering OnLine
Subjects:
Intravascular ultrasound
Deep learning
Image segmentation
Calcified plaque
Online Access:https://doi.org/10.1186/s12938-023-01171-2

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