CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging

Dimitris Perdios,Manuel Vonlanthen,Florian Martinez,Marcel Arditi,Jean-Philippe Thiran

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control（2022）

引用 16|浏览30

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摘要

Ultrafast ultrasound (US) revolutionized biomedical imaging with its capability of acquiring full-view frames at over 1 kHz, unlocking breakthrough modalities such as shear-wave elastography and functional US neuroimaging. Yet, it suffers from strong diffraction artifacts, mainly caused by grating lobes, sidelobes, or edge waves. Multiple acquisitions are typically required to obtain a sufficient ...

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关键词

Imaging,Transducers,Image reconstruction,Receivers,Training,Diffraction,Biomedical imaging

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