Deep Learning-Based Super-resolution Ultrasound Speckle Tracking Velocimetry
In this study, we propose a deep learning-based super-resolution ultrasound (DL-SRU), which employs the concept of deep-ULM and a convolutional neural network. The network is trained with synthetic tracer images to localize positions of red blood cells (RBCs) and reconstruct vessel geometry at high resolution, even for CA-free ultrasound (US) images.
Source: Ultrasound in Medicine and Biology - Category: Radiology Authors: Jun Hong Park, Woorak Choi, Gun Young Yoon, Sang Joon Lee Tags: Original Contribution Source Type: research