Minimizing image quality loss after channel count reduction for plane wave ultrasound via deep learning inference
High-frame-rate ultrasound imaging uses unfocused transmissions to insonify an entire
imaging view for each transmit event, thereby enabling frame rates over 1000 frames per …
imaging view for each transmit event, thereby enabling frame rates over 1000 frames per …
Self-supervised content-consistent contrast enhancement framework for ultrafast plane-wave imaging
Ultrafast ultrasound imaging based on plane waves (PWs) has attracted increasing attention
owing to its high frame rate. However, the image quality provided by this technology …
owing to its high frame rate. However, the image quality provided by this technology …
Ultrafast cardiac imaging using deep learning for speckle-tracking echocardiography
High-quality ultrafast ultrasound imaging is based on coherent compounding from multiple
transmissions of plane waves (PW) or diverging waves (DW). However, compounding …
transmissions of plane waves (PW) or diverging waves (DW). However, compounding …
Hadamard-encoded synthetic transmit aperture imaging for improved lateral motion estimation in ultrasound elastography
Y Wang, X Xie, Q He, H Liao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lateral motion estimation has been a challenge in ultrasound elastography mainly due to
the low resolution, low sampling frequency, and lack of phase information in the lateral …
the low resolution, low sampling frequency, and lack of phase information in the lateral …
Complex transformer network for single-angle plane-wave imaging
X Qu, C Ren, Z Wang, S Fan, D Zheng, S Wang… - Ultrasound in Medicine …, 2023 - Elsevier
Objective Plane-wave imaging (PWI) is a high-frame-rate imaging technique that sacrifices
image quality. Deep learning can potentially enhance plane-wave image quality, but …
image quality. Deep learning can potentially enhance plane-wave image quality, but …
Deep null space learning improves dataset recovery for high frame rate synthetic transmit aperture imaging
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 …
achieve optimal lateral resolution and contrast resolution in the full field of view, at the cost of …
An efficient ultrasonic full-matrix imaging method for industrial curved-surface components defect detection
Curved-surface components are ubiquitous in various industries. However, defects inside
the components badly degenerate the mechanical properties and lead to premature failure …
the components badly degenerate the mechanical properties and lead to premature failure …
A data-efficient deep learning strategy for tissue characterization via quantitative ultrasound: Zone training
Deep learning (DL) powered biomedical ultrasound imaging is an emerging research field
where researchers adapt the image analysis capabilities of DL algorithms to biomedical …
where researchers adapt the image analysis capabilities of DL algorithms to biomedical …
Acceleration of reconstruction for compressed sensing based synthetic transmit aperture imaging by using in-phase/quadrature data
Compressed sensing-based synthetic transmit aperture (CS-STA) was previously proposed
to recover the full radio-frequency (RF) channel dataset of synthetic transmit aperture (STA) …
to recover the full radio-frequency (RF) channel dataset of synthetic transmit aperture (STA) …
Partial Hadamard encoded synthetic transmit aperture for high frame rate imaging with minimal l 2-norm least squares method
Objective. Synthetic transmit aperture (STA) ultrasound imaging is well known for ideal
focusing in the full field of view. However, it suffers from low signal-to-noise ratio (SNR) and …
focusing in the full field of view. However, it suffers from low signal-to-noise ratio (SNR) and …