Improving Contrast of Fundamental Ultrasound Imaging Using a Deep Neural Network

2021 IEEE International Ultrasonics Symposium (IUS)(2021)

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摘要
Harmonic imaging is used as default in many ultrasound imaging settings due to its advantages in contrast and resolution compared to fundamental imaging. However, the nonlinear harmonic generation process and higher imaging frequencies induce a strong loss of penetration when using harmonic vs fundamental imaging. It would be ideal to have the best of both worlds: a high-contrast mode with high pe...
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关键词
Deep learning,Image quality,Training,Ultrasonic imaging,Image resolution,Imaging,Phantoms
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