Robust Single-Probe Quantitative Ultrasonic Imaging System With a Target-Aware Deep Neural Network

Myeong-Gee Kim,Seok Hwan Oh,Youngmin Kim,Hyuksool Kwon,Hyeon-Min Bae

IEEE Transactions on Biomedical Engineering（2021）

引用 5|浏览8

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摘要

Objective: The speed of sound (SoS) has great potential as a quantitative imaging biomarker since it is sensitive to pathological changes in tissues. In this paper, a target-aware deep neural (TAD) network reconstructing an SoS image quantitatively from pulse-echo phase-shift maps gathered from a single conventional ultrasound probe is presented. Methods: In the proposed TAD network, the reconstru...

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关键词

Ultrasonic imaging,Image reconstruction,Imaging,Image segmentation,Radio frequency,Probes,Feature extraction

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