The emerging role of circulating tumor DNA in the management of breast cancer
Simple Summary As breast cancer diagnoses continue to rise among women worldwide, it is
important to explore and improve upon methods of diagnosis and surveillance. Liquid …
important to explore and improve upon methods of diagnosis and surveillance. Liquid …
Dense speed-of-sound shift imaging for ultrasonic thermometry
T Grutman, T Ilovitsh - Physics in Medicine & Biology, 2023 - iopscience.iop.org
Objective. Develop a dense algorithm for calculating the speed-of-sound shift between
consecutive acoustic acquisitions as a noninvasive means to evaluating temperature …
consecutive acoustic acquisitions as a noninvasive means to evaluating temperature …
-statistics approach to optimal transport waveform inversion
SLEF da Silva, G Kaniadakis - Physical Review E, 2022 - APS
Extracting physical parameters that cannot be directly measured from an observed data set
remains a great challenge in several fields of science and physics. In many of these …
remains a great challenge in several fields of science and physics. In many of these …
Learning with real data without real labels: a strategy for extrapolated full-waveform inversion with field data
Full-waveform inversion (FWI) relies on low-frequency data to succeed if a good initial model
is unavailable. However, field seismic data excited by active sources are typically band …
is unavailable. However, field seismic data excited by active sources are typically band …
Deep learning with physics-embedded neural network for full waveform ultrasonic brain imaging
J Ren, J Li, C Liu, S Chen, L Liang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The convenience, safety, and affordability of ultrasound imaging make it a vital non-invasive
diagnostic technique for examining soft tissues. However, significant differences in acoustic …
diagnostic technique for examining soft tissues. However, significant differences in acoustic …
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 …
Full waveform inversion-based ultrasound computed tomography acceleration using two-dimensional convolutional neural networks
Ultrasound computed tomography (USCT) shows great promise in nondestructive
evaluation and medical imaging due to its ability to quickly scan and collect data from a …
evaluation and medical imaging due to its ability to quickly scan and collect data from a …
A Graph-Space Optimal Transport Approach Based on Kaniadakis κ-Gaussian Distribution for Inverse Problems Related to Wave Propagation
Data-centric inverse problems are a process of inferring physical attributes from indirect
measurements. Full-waveform inversion (FWI) is a non-linear inverse problem that attempts …
measurements. Full-waveform inversion (FWI) is a non-linear inverse problem that attempts …
Ultrasonic Imaging and Sensors
Ultrasound imaging is a wide research field, covering areas from wave propagation physics,
sensors and front-end electronics to image reconstruction algorithms and software. All these …
sensors and front-end electronics to image reconstruction algorithms and software. All these …
A Deep Neural Networks-Based Sound Speed Reconstruction with Enhanced Generalization by Training on a Natural Image Dataset
Sound speed reconstruction has been investigated for quantitative evaluation of tissue
properties in breast examination. Full waveform inversion (FWI), a mainstream method for …
properties in breast examination. Full waveform inversion (FWI), a mainstream method for …