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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Váldodahkkit:	Liang Dong, Wei Lu, Xuzhou Lu, Xiaochang Leng, Jianping Xiang, Changling Li
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	BMC 2023-11-01
Ráidu:	BioMedical Engineering OnLine
Fáttát:	Intravascular ultrasound Deep learning Image segmentation Calcified plaque
Liŋkkat:	https://doi.org/10.1186/s12938-023-01171-2
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