Learned measurement correction for simplified acoustic forward models in ultrasound computed tomography
L Lozenski, H Wang, B Wohlberg… - Medical Imaging 2024 …, 2024 - spiedigitallibrary.org
Ultrasound computed tomography (USCT) is an emerging imaging modality that holds great
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
Data driven methods for ultrasound computed tomography
Ultrasound computed tomography (USCT) is an emerging imaging modality that holds great
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
Learned full waveform inversion incorporating task information for ultrasound computed tomography
Ultrasound computed tomography (USCT) is an emerging imaging modality that holds great
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
promise for breast imaging. Full-waveform inversion (FWI)-based image reconstruction …
[HTML][HTML] Deep-learning-driven full-waveform inversion for ultrasound breast imaging
Ultrasound breast imaging is a promising alternative to conventional mammography
because it does not expose women to harmful ionising radiation and it can successfully …
because it does not expose women to harmful ionising radiation and it can successfully …
Compensation of 3d-2d model mismatch in ultrasound computed tomography with the aid of convolutional neural networks (conference presentation)
Ultrasound computed tomography (USCT) is an emerging computed imaging modality that
holds great promise for breast cancer screening. Waveform inversion-based image …
holds great promise for breast cancer screening. Waveform inversion-based image …
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography
W Yan, Q Zhang, Y Wu, Z Liu, L Zhou, M Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
Ultrasound computed tomography (USCT), as an emerging technology, can provide multiple
quantitative parametric images of human tissue, such as sound speed and attenuation …
quantitative parametric images of human tissue, such as sound speed and attenuation …
A fast and efficient ultrasound tomography using deep learning
S Prasad, M Almekkawy - The Journal of the Acoustical Society of …, 2020 - pubs.aip.org
The potential of ultrasound tomography (UT) has been noticed to quantify the tissue acoustic
properties for advanced clinical diagnosis. Conventionally, UT is a full-wave inversion (FWI) …
properties for advanced clinical diagnosis. Conventionally, UT is a full-wave inversion (FWI) …
Using optimal transport to mitigate cycle-skipping in ultrasound computed tomography
Full-waveform inversion (FWI) for ultrasound computed tomography is an advanced method
to provide quantitative and high-resolution images of tissue properties. Two main reasons …
to provide quantitative and high-resolution images of tissue properties. Two main reasons …
Computationally efficient deep learning-based image reconstruction for sound speed estimation in ultrasound computed tomography
Ultrasound computed tomography (USCT) has great potential for breast cancer imaging due
to its ability to quantify acoustic tissue properties such as the speed of sound (SOS). Full …
to its ability to quantify acoustic tissue properties such as the speed of sound (SOS). Full …
A deep-learning-based image reconstruction method for USCT that employs multimodality inputs
Ultrasound computed tomography (USCT) has the potential to detect breast cancer by
measuring tissue acoustic properties such as speed-of-sound (SOS). Current USCT image …
measuring tissue acoustic properties such as speed-of-sound (SOS). Current USCT image …