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Automatic spinal curvature measurement on ultrasound spine images using Faster R-CNN
The framework consisted of two closely linked modules: 1) the lamina detector for identifying and locating each lamina pairs on ultrasound coronal images, and 2) the spinal curvature estimator for calculating the scoliotic angles based on the chain of detected lamina.
Automatic segmentation of vertebral features on ultrasound spine images using Stacked Hourglass Network
Methods: The network was trained to detect vertebral SP and laminae as five landmarks on 1200 ultrasound transverse images and validated on 100 images.
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