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 …
inverse problems, but deep learning algorithms require enormous training samples to obtain …
Learning sub-sampling and signal recovery with applications in ultrasound imaging
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) …
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 …
aperture (CS-STA) is proposed to speed up the acquisition of ultrasound imaging. This …
Compressive sensing in medical signal processing and imaging systems
Technological advancements have helped a lot in improving modern medicine. The
combination of technology and clinical knowledge has allowed for faster and more precise …
combination of technology and clinical knowledge has allowed for faster and more precise …
Expediting image acquisition in reflection ultrasound computed tomography
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 …
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 …
of fruit planting management, picking, transportation, and promoting fruit industry automation …
Single-shot tomography of discrete dynamic objects
This paper presents a novel method for the reconstruction of high-resolution temporal
images in dynamic tomographic imaging, particularly for discrete objects with smooth …
images in dynamic tomographic imaging, particularly for discrete objects with smooth …
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 …
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 …
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 …
(STS) structures along randomly measured paths based on a combination of compressive …