OpenArm 2.0 - Automated Segmentation of 3D Tissue Structures for Multi-Subject Study of Muscle Deformation Dynamics
EMBC, pp. 982-988, 2019.
We present a novel neural-network-based pipeline for segmentation of 3D muscle and bone structures from localized 2D ultrasound data of the human arm. Building from the U-Net  neural network framework, we examine various data augmentation techniques and training data sets to both optimize the network's performance on our data set and h...More
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