Multilevel Strip Pooling-Based Convolutional Neural Network for the Classification of Carotid Plaque Echogenicity

Carotid plaque echogenicity in ultrasound images has been found to be closely correlated with the risk of stroke in atherosclerotic patients. The automatic and accurate classification of carotid plaque echogenicity is of great significance for clinically estimating the stability of carotid plaques a...

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Bibliographic Details
Main Authors: Wei Ma, Xinyao Cheng, Xiangyang Xu, Furong Wang, Ran Zhou, Aaron Fenster, Mingyue Ding
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2021/3425893