Automatic spine segmentation using convolutional neural network via redundant generation of class labels for 3D spine modeling

M Vania, D Mureja, D Lee - arXiv preprint arXiv:1712.01640, 2017 - arxiv.org
There has been a significant increase from 2010 to 2016 in the number of people suffering
from spine problems. The automatic image segmentation of the spine obtained from a …

Vertebrae localization, segmentation and identification using a graph optimization and an anatomic consistency cycle

D Meng, E Boyer, S Pujades - Computerized Medical Imaging and …, 2023 - Elsevier
Vertebrae localization, segmentation and identification in CT images is key to numerous
clinical applications. While deep learning strategies have brought to this field significant …

Feasibility and Efficacy of the Segmental Localization of Lumbar Vertebrae by Ultrasound vs X-ray Examination: A Prospective Comparative Study

B Yu, P Huang, Y Luo, M Zhang - ADVANCED …, 2021 - journaladvancedultrasound.com
Objectives: To explore the feasibility and efficacy of the segmental localization of lumbar
vertebrae by ultrasound (US) compared with X-ray. Methods: From February 2019 to May …

UNet-based MRI spinal vertebral body center extraction

X Liu, S Li, X Chi, X Zhang, X Li, W Guo… - Proceedings of the 2024 …, 2024 - dl.acm.org
The spine is a vital part of the body's skeletal structure, connecting the entire skeletal
framework and providing stability to the torso, head, and neck. When the spine is diseased …

Automatic lumbar spondylolisthesis measurement in CT images

S Liao, Y Zhan, Z Dong, R Yan, L Gong… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Lumbar spondylolisthesis is one of the most common spinal diseases. It is caused by the
anterior shift of a lumbar vertebrae relative to subjacent vertebrae. In current clinical …

Is Lamina the Densest Region of the Lumbar Spine? An In Vivo Study Based on Asian Postmenopausal Women

M Huang, S Liu, Y Nie, W Jiang, JK Yew… - … on Computational & …, 2023 - Springer
Objective: Pedicle screw fixation is frequently used in spinal orthopedic surgery. It is widely
known that postmenopausal women suffer from a significant decrease their bone mineral …

Vertebrae localization, segmentation and identification using a graph optimization and an anatomic consistency cycle

D Meng, E Mohammed, E Boyer, S Pujades - International Workshop on …, 2022 - Springer
Vertebrae localization, segmentation and identification in CT images is key to numerous
clinical applications. While deep learning strategies have brought to this field significant …

Integrating biplane information and context for spine landmark detection

M Gao, L Guo, X Ye, R Zhang - 2023 45th Annual International …, 2023 - ieeexplore.ieee.org
Spine landmark detection is of great significance for spinal morphological parameter
assessment and three-dimensional reconstruction of the human spine. This detection task …

Spinal vertebrae localization and analysis on disproportionality in curvature using radiography—a comprehensive review

J Fatima, MU Akram, A Jameel, AM Syed - EURASIP Journal on Image and …, 2021 - Springer
In human anatomy, the central nervous system (CNS) acts as a significant processing hub.
CNS is clinically divided into two major parts: the brain and the spinal cord. The spinal cord …

[HTML][HTML] A novel system for accurate lumbar spine pedicle screw placement based on three-dimensional computed tomography reconstruction

B Ding, T Zhou, J Zhao - Journal of Orthopaedic Translation, 2020 - Elsevier
Objectives The accuracy of pedicle screw placement strongly affects the outcome of spinal
surgery and has mainly relied on the surgeons' experience. There is no simple, low-cost …