Deep learning model for measuring the sagittal Cobb angle on cervical spine computed tomography

Deep learning model for measuring the sagittal Cobb angle on cervical spine computed tomography

Abstract Purposes To develop a deep learning (DL) model to measure the sagittal Cobb angle of the cervical spine on computed tomography (CT). Materials and methods Two VB-Net-based DL models for cervical vertebra segmentation and key-point detection were developed. Four-points and line-fitting metho...

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Bibliographic Details
Main Authors: Chunjie Wang, Ming Ni, Shuai Tian, Hanqiang Ouyang, Xiaoming Liu, Lianxi Fan, Pei Dong, Liang Jiang, Ning Lang, Huishu Yuan
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Medical Imaging
Subjects:
Deep learning
Sagittal Cobb angle
Cervical spine
Computed tomography
Online Access:https://doi.org/10.1186/s12880-023-01156-6

Internet

https://doi.org/10.1186/s12880-023-01156-6

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