학술논문

Windowed Radon Transform for Robust Speed-of-Sound Imaging With Pulse-Echo Ultrasound
Document Type
Periodical
Source
IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 43(4):1579-1593 Apr, 2024
Subject
Bioengineering
Computing and Processing
Imaging
Transforms
Ultrasonic imaging
Image reconstruction
Transducers
Array signal processing
Apertures
Pulse-echo ultrasound
Radon transform
speed-of-sound imaging
inverse problem
liver imaging
Language
ISSN
0278-0062
1558-254X
Abstract
In recent years, methods estimating the spatial distribution of tissue speed of sound with pulse-echo ultrasound are gaining considerable traction. They can address limitations of B-mode imaging, for instance in diagnosing fatty liver diseases. Current state-of-the-art methods relate the tissue speed of sound to local echo shifts computed between images that are beamformed using restricted transmit and receive apertures. However, the aperture limitation affects the robustness of phase-shift estimations and, consequently, the accuracy of reconstructed speed-of-sound maps. Here, we propose a method based on the Radon transform of image patches able to estimate local phase shifts from full-aperture images. We validate our technique on simulated, phantom and in-vivo data acquired on a liver and compare it with a state-of-the-art method. We show that the proposed method enhances the stability to changes of beamforming speed of sound and to a reduction of the number of insonifications. In particular, the deployment of pulse-echo speed-of-sound estimation methods onto portable ultrasound devices can be eased by the reduction of the number of insonifications allowed by the proposed method.