Deep learning inversion with supervision: A rapid and cascaded imaging technique

J Tong, M Lin, X Wang, J Li, J Ren, L Liang, Y Liu - Ultrasonics, 2022 - Elsevier
Abstract Machine learning has been demonstrated to be extremely promising in solving
inverse problems, but deep learning algorithms require enormous training samples to obtain …

Learning sub-sampling and signal recovery with applications in ultrasound imaging

IAM Huijben, BS Veeling, K Janse… - … on Medical Imaging, 2020 - ieeexplore.ieee.org
Limitations on bandwidth and power consumption impose strict bounds on data rates of
diagnostic imaging systems. Consequently, the design of suitable (ie task-and data-aware) …

A compressed sensing strategy for synthetic transmit aperture ultrasound imaging

J Liu, Q He, J Luo - IEEE transactions on medical imaging, 2016 - ieeexplore.ieee.org
A novel beamforming technique, named compressed sensing based synthetic transmit
aperture (CS-STA) is proposed to speed up the acquisition of ultrasound imaging. This …

Compressive sensing in medical signal processing and imaging systems

TW Cabral, M Khosravy, FM Dias, HLM Monteiro… - Sensors for health …, 2019 - Elsevier
Technological advancements have helped a lot in improving modern medicine. The
combination of technology and clinical knowledge has allowed for faster and more precise …

Expediting image acquisition in reflection ultrasound computed tomography

B Lafci, J Robin, XL Dean-Ben… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Reflection ultrasound computed tomography (RUCT) attains optimal image quality from
objects that can be fully accessed from multiple directions, such as the human breast or …

Fruit modeling and application based on 3D imaging technology: a review

J Wang, Z **e, P Mao, M Sun, J Guo - Journal of Food Measurement and …, 2024 - Springer
The 3D imaging-based model reconstruction technology is being applied in various aspects
of fruit planting management, picking, transportation, and promoting fruit industry automation …

Single-shot tomography of discrete dynamic objects

A Kadu, F Lucka, KJ Batenburg - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper presents a novel method for the reconstruction of high-resolution temporal
images in dynamic tomographic imaging, particularly for discrete objects with smooth …

Deep Learning Ultrasound Computed Tomography under Sparse Sampling

X Long, J Chen, W Liu, C Tian - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Numerical study of high‐intensity focused ultrasound (HIFU) in fat reduction

S Mortazavi, M Mokhtari‐Dizaji - Skin Research and …, 2023 - Wiley Online Library
Introduction This study aimed to investigate the effect of fat‐layer thickness and focal depth
on the pressure and temperature distribution of tissue. Methods Computer simulations were …

The application of compressive sampling in rapid ultrasonic computerized tomography (UCT) technique of steel tube slab (STS)

B Jiang, P Jia, W Zhao, W Wang - PloS one, 2018 - journals.plos.org
This paper explores a new method for rapid structural damage inspection of steel tube slab
(STS) structures along randomly measured paths based on a combination of compressive …