Photoacoustic imaging aided with deep learning: a review
Photoacoustic imaging (PAI) is an emerging hybrid imaging modality integrating the benefits
of both optical and ultrasound imaging. Although PAI exhibits superior imaging capabilities …
of both optical and ultrasound imaging. Although PAI exhibits superior imaging capabilities …
High resolution 3D ultrasonic breast imaging by time-domain full waveform inversion
Ultrasound tomography (UST) scanners allow quantitative images of the human breast's
acoustic properties to be derived with potential applications in screening, diagnosis and …
acoustic properties to be derived with potential applications in screening, diagnosis and …
DeepUCT: Complex cascaded deep learning network for improved ultrasound tomography
S Prasad, M Almekkawy - Physics in Medicine & Biology, 2022 - iopscience.iop.org
Ultrasound computed tomography is an inexpensive and radiation-free medical imaging
technique used to quantify the tissue acoustic properties for advanced clinical diagnosis …
technique used to quantify the tissue acoustic properties for advanced clinical diagnosis …
Model-data-driven image reconstruction with neural networks for ultrasound computed tomography breast imaging
With the goal of developing an accurate and fast image reconstruction algorithm for
ultrasound computed tomography, we combine elements of model-and data-driven …
ultrasound computed tomography, we combine elements of model-and data-driven …
A multi-branch deep convolutional fusion architecture for 3D microwave inverse scattering: Stored grain application
In this paper, a multi-branch deep convolutional fusion architecture is proposed to solve
electromagnetic inverse scattering problems. The conventional methods for solving inverse …
electromagnetic inverse scattering problems. The conventional methods for solving inverse …
Dl-uct: A deep learning framework for ultrasound computed tomography
S Prasad, M Almekkawy - 2022 IEEE 19th International …, 2022 - ieeexplore.ieee.org
Ultrasound Computed Tomography (UCT) is a non-invasive, inexpensive, radiation-free
medical imaging technique that is capable of resolving soft-tissue structures in the body …
medical imaging technique that is capable of resolving soft-tissue structures in the body …
Deep Learning Ultrasound Computed Tomography under Sparse Sampling
Ultrasound computed tomography (USCT) is a fast-emerging imaging modality that is
expected to help detect and characterize breast tumors by quantifying the distribution of the …
expected to help detect and characterize breast tumors by quantifying the distribution of the …
Deep learning based inversion of locally anisotropic weld properties from ultrasonic array data
The ability to reliably detect and characterise defects embedded in austenitic steel welds
depends on prior knowledge of microstructural descriptors, such as the orientations of the …
depends on prior knowledge of microstructural descriptors, such as the orientations of the …
Deep-learning-based ultrasound sound-speed tomography reconstruction with Tikhonov pseudo-inverse priori
X Qu, C Ren, G Yan, D Zheng, W Tang, S Wang… - Ultrasound in medicine …, 2022 - Elsevier
Ultrasound sound-speed tomography (USST) is a promising technology for breast imaging
and breast cancer detection. Its reconstruction is a complex non-linear mapping from the …
and breast cancer detection. Its reconstruction is a complex non-linear mapping from the …
RADD-CycleGAN: unsupervised reconstruction of high-quality ultrasound image based on CycleGAN with residual attention and dual-domain discrimination
M Si, M Wu, Q Wang - Physics in Medicine & Biology, 2024 - iopscience.iop.org
Plane wave (PW) imaging is fast, but limited by poor imaging quality. Coherent PW
compounding (CPWC) improves image quality but decrease frame rate. In this study, we …
compounding (CPWC) improves image quality but decrease frame rate. In this study, we …