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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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Uloženo v:
Hlavní autoři: Chunjie Wang, Ming Ni, Shuai Tian, Hanqiang Ouyang, Xiaoming Liu, Lianxi Fan, Pei Dong, Liang Jiang, Ning Lang, Huishu Yuan
Médium: Artigo
Jazyk:Inglês
Vydáno: BMC 2023-11-01
Edice:BMC Medical Imaging
Témata:
Deep learning
Sagittal Cobb angle
Cervical spine
Computed tomography
On-line přístup:https://doi.org/10.1186/s12880-023-01156-6
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