Improving image quality for single-angle plane wave ultrasound imaging with convolutional neural network beamformer

JY Lu, PY Lee, CC Huang - IEEE Transactions on Ultrasonics …, 2022 - ieeexplore.ieee.org
Ultrafast ultrasound imaging based on plane wave (PW) compounding has been proposed
for use in various clinical and preclinical applications, including shear wave imaging and …

Tunable image quality control of 3-D ultrasound using switchable CycleGAN

J Huh, S Khan, S Choi, D Shin, JE Lee, ES Lee… - Medical Image …, 2023 - Elsevier
In contrast to 2-D ultrasound (US) for uniaxial plane imaging, a 3-D US imaging system can
visualize a volume along three axial planes. This allows for a full view of the anatomy, which …

Ultrasonic imaging using conditional generative adversarial networks

N Molinier, G Painchaud-April, A Le Duff, M Toews… - Ultrasonics, 2023 - Elsevier
Abstract The Full Matrix Capture (FMC) and Total Focusing Method (TFM) combination is
often considered the gold standard in ultrasonic nondestructive testing, however it may be …

Deep null space learning improves dataset recovery for high frame rate synthetic transmit aperture imaging

J Zhang, L Huang, J Luo - IEEE Transactions on Ultrasonics …, 2022 - ieeexplore.ieee.org
Synthetic transmit aperture (STA) imaging benefits from the two-way dynamic focusing to
achieve optimal lateral resolution and contrast resolution in the full field of view, at the cost of …

Deep Learning Improves Dataset Recovery for High Frame Rate Synthetic Transmit Aperture Imaging

J Zhang, J Luo - arXiv preprint arXiv:2205.07240, 2022 - arxiv.org
Synthetic transmit aperture (STA) imaging can achieve optimal lateral resolution in the full
field of view, at the cost of low frame rate (FR) and low signal-to-noise ratio (SNR). In our …