Investigating pulse-echo sound speed estimation in breast ultrasound with deep learning
Ultrasound is an adjunct tool to mammography that can quickly and safely aid physicians in
diagnosing breast abnormalities. Clinical ultrasound often assumes a constant sound speed …
diagnosing breast abnormalities. Clinical ultrasound often assumes a constant sound speed …
Neural-network-based motion tracking for breast ultrasound strain elastography: An initial assessment of performance and feasibility
Accurate tracking of tissue motion is critically important for several ultrasound elastography
methods. In this study, we investigate the feasibility of using three published convolution …
methods. In this study, we investigate the feasibility of using three published convolution …
Convolutional neural network-based speckle tracking for ultrasound strain elastography: an unsupervised learning approach
Accurate and computationally efficient motion estimation is a critical component of real-time
ultrasound strain elastography (USE). With the advent of deep-learning neural network …
ultrasound strain elastography (USE). With the advent of deep-learning neural network …
Combining total variation regularization with window-based time delay estimation in ultrasound elastography
A major challenge of free-hand palpation ultrasound elastography (USE) is estimating the
displacement of RF samples between pre-and post-compressed RF data. The problem of …
displacement of RF samples between pre-and post-compressed RF data. The problem of …
Antibody with infinite affinity for in vivo tracking of genetically engineered lymphocytes
There remains an urgent need for the noninvasive tracking of transfused chimeric antigen
receptor (CAR) T cells to determine their biodistribution, viability, expansion, and antitumor …
receptor (CAR) T cells to determine their biodistribution, viability, expansion, and antitumor …
[HTML][HTML] Acoustic radiation force based ultrasound elasticity imaging for biomedical applications
L Wang - Sensors, 2018 - mdpi.com
Pathological changes in biological tissue are related to the changes in mechanical
properties of biological tissue. Conventional medical screening tools such as ultrasound …
properties of biological tissue. Conventional medical screening tools such as ultrasound …
4D cardiac electromechanical activation imaging
Cardiac abnormalities, a major cause of morbidity and mortality, affect millions of people
worldwide. Despite the urgent clinical need for early diagnosis, there is currently no …
worldwide. Despite the urgent clinical need for early diagnosis, there is currently no …
A real-time medical ultrasound simulator based on a generative adversarial network model
B Peng, X Huang, S Wang… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This paper presents an artificial intelligence-based ultrasound simulator suitable for medical
simulation and clinical training. Particularly, we propose a machine learning approach to …
simulation and clinical training. Particularly, we propose a machine learning approach to …
A convolution neural network-based speckle tracking method for ultrasound elastography
Accurate tracking of tissue motion is critically important for several ultrasound elastography
methods including strain elastography and shear wave elastography. In this study, we …
methods including strain elastography and shear wave elastography. In this study, we …
An application of super-resolution generative adversary networks for quasi-static ultrasound strain elastography: A feasibility study
In this work, a super-resolution approach based on generative adversary network (GAN)
was used to interpolate (up-sample) ultrasound radio-frequency (RF) echo data along the …
was used to interpolate (up-sample) ultrasound radio-frequency (RF) echo data along the …