Deep Learning-Based Automatic Segmentation for Reconstructing Vertebral Anatomy of Healthy Adolescents and Patients With Adolescent Idiopathic Scoliosis (AIS) Using MRI Data

Deep Learning-Based Automatic Segmentation for Reconstructing Vertebral Anatomy of Healthy Adolescents and Patients With Adolescent Idiopathic Scoliosis (AIS) Using MRI Data

MRI is a non-ionising imaging modality that could be used as an alternative to Xray-based imaging methods to accurately assess the 3D morphology of the vertebral anatomy of scoliosis patients. However, a major caveat in utilising MRI is the significant amount of time required to manually segment the...

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Bibliographic Details
Main Authors: M. Antico, J. P. Little, H. Jennings, G. Askin, R. D. Labrom, D. Fontanarosa, P. Pivonka
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
CNN
segmentation
scoliosis
MRI
vertebral body
Online Access:https://ieeexplore.ieee.org/document/9444363/

Internet

https://ieeexplore.ieee.org/document/9444363/

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