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 …
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 …
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 …
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 …
Full Wave Inversion For Ultrasound Tomography Using Physics Based Deep Neural Network
X Liu, M Almekkawy - 2023 IEEE 20th International Symposium …, 2023 - ieeexplore.ieee.org
Ultrasound Computed Tomography (USCT) is a promising imaging modality for
reconstructing tissue properties. Full-wave inversion (FWI) provides an enhanced contrast …
reconstructing tissue properties. Full-wave inversion (FWI) provides an enhanced contrast …
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) …
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 …
High-resolution speed of sound estimation from ultrasound waves using extended full wave inversion
SM Ranjbaran, HS Aghamiry… - … and Sensing 2022, 2022 - spiedigitallibrary.org
Full-waveform inversion (FWI) is an imaging technique that exploits the full information
content of waves, including all the phases and their relative amplitude, to get a much higher …
content of waves, including all the phases and their relative amplitude, to get a much higher …
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 …