Estimation of Ultrasound Echogenicity Map from B-Mode Images Using Convolutional Neural Network

Estimation of Ultrasound Echogenicity Map from B-Mode Images Using Convolutional Neural Network

In ultrasound B-mode imaging, speckle noises decrease the accuracy of estimation of tissue echogenicity of imaged targets from the amplitude of the echo signals. In addition, since the granular size of the speckle pattern is affected by the point spread function (PSF) of the imaging system, the reso...

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Bibliographic Details
Main Authors: Che-Chou Shen, Jui-En Yang
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
tissue echogenicity map
speckle reduction
convolutional neural network
image resolution
deconvolution
Online Access:https://www.mdpi.com/1424-8220/20/17/4931

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