The measurement of Cobb angle based on spine X-ray images using multi-scale convolutional neural network

J Liu, C Yuan, X Sun, L Sun, H Dong… - Physical and Engineering …, 2021 - Springer
Adolescent idiopathic scoliosis (AIS) is a structural spinal deformity mainly in the coronal
plane and is among the most frequent deformities in children, adolescents, and young …

Automated Cobb angle measurement for adolescent idiopathic scoliosis using convolutional neural network

W Caesarendra, W Rahmaniar, J Mathew, A Thien - Diagnostics, 2022 - mdpi.com
The Cobb angle measurement of the scoliotic spine is prone to inter-and intra-observer
variations in the clinical setting. This paper proposes a deep learning architecture for …

Automatic measurement of the Cobb angle for adolescent idiopathic scoliosis using convolutional neural network

Y Maeda, T Nagura, M Nakamura, K Watanabe - Scientific reports, 2023 - nature.com
This study proposes a convolutional neural network method for automatic vertebrae
detection and Cobb angle (CA) measurement on X-ray images for scoliosis. 1021 full-length …

The comparison of convolutional neural networks and the manual measurement of Cobb angle in adolescent idiopathic scoliosis

X Huang, M Luo, L Liu, D Wu, X You… - Global Spine …, 2024 - journals.sagepub.com
Study Design Comparative study Objective To compare manual and deep learning-based
automated measurement of Cobb angle in adolescent idiopathic scoliosis. Methods We …

Automatic Cobb angle measurement method based on vertebra segmentation by deep learning

Y Zhao, J Zhang, H Li, X Gu, Z Li, S Zhang - Medical & Biological …, 2022 - Springer
The accuracy of the Cobb measurement is essential for the diagnosis and treatment of
scoliosis. Manual measurement is however influenced by the observer variability hence …

A deep learning approach for automatic scoliosis cobb angle identification

RR Maaliw, JAB Susa, AS Alon… - 2022 IEEE World AI …, 2022 - ieeexplore.ieee.org
Efficient and reliable medical image analysis is indispensable in modern healthcare
settings. The conventional approaches in diagnostics and evaluations from a mere picture …

Cobb angle measurement of spine from x‐ray images using convolutional neural network

MH Horng, CP Kuok, MJ Fu, CJ Lin… - … methods in medicine, 2019 - Wiley Online Library
Scoliosis is a common spinal condition where the spine curves to the side and thus deforms
the spine. Curvature estimation provides a powerful index to evaluate the deformation …

Automated adolescence scoliosis detection using augmented U-net with non-square kernels

Y Wu, K Namdar, C Chen… - Canadian …, 2023 - journals.sagepub.com
Purpose: Scoliosis is a deformity of the spine, and as a measure of scoliosis severity, Cobb
angle is fundamental to the diagnosis of deformities that require treatment. Conventional …

Auto-CA: automated Cobb angle measurement based on vertebrae detection for assessment of spinal curvature deformity

W Rahmaniar, K Suzuki, TL Lin - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An accurate identification and localization of vertebrae in X-ray images can assist doctors in
measuring Cobb angles for treating patients with adolescent idiopathic scoliosis. It is useful …

An automated estimator for Cobb angle measurement using multi-task networks

X Fu, G Yang, K Zhang, N Xu, J Wu - Neural Computing and Applications, 2021 - Springer
Scoliosis is a medical condition where a person's spine has a sideways curve. The Cobb
angle quantifying the degree of spinal curvature is the gold standard for a scoliosis …