Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks

Florian Dubost
Florian Dubost
Benjamin Collery
Benjamin Collery
Antonin Renaudier
Antonin Renaudier
Axel Roc
Axel Roc
Nicolas Posocco
Nicolas Posocco

CSI@MICCAI, pp. 88-94, 2019.

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Abstract:

Scoliosis is a condition defined by an abnormal spinal curvature. For diagnosis and treatment planning of scoliosis, spinal curvature can be estimated using Cobb angles. We propose an automated method for the estimation of Cobb angles from X-ray scans. First, the centerline of the spine was segmented using a cascade of two convolutional...More

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