VerSe: a vertebrae labelling and segmentation benchmark for multi-detector CT images

A Sekuboyina, ME Husseini, A Bayat, M Löffler… - Medical image …, 2021 - Elsevier
Vertebral labelling and segmentation are two fundamental tasks in an automated spine
processing pipeline. Reliable and accurate processing of spine images is expected to …

[HTML][HTML] Statistical shape and appearance models: development towards improved osteoporosis care

L Grassi, SP Väänänen, H Isaksson - Current Osteoporosis Reports, 2021 - Springer
Abstract Purpose of Review Statistical models of shape and appearance have increased
their popularity since the 1990s and are today highly prevalent in the field of medical image …

[HTML][HTML] Spine and individual vertebrae segmentation in computed tomography images using geometric flows and shape priors

P Khandelwal, DL Collins, K Siddiqi - Frontiers in Computer Science, 2021 - frontiersin.org
The surgical treatment of injuries to the spine often requires the placement of pedicle
screws. To prevent damage to nearby blood vessels and nerves, the individual vertebrae …

A convenient and stable vertebrae instance segmentation method for transforaminal endoscopic surgery planning

W Peng, L Li, L Liang, H Ding, L Zang, S Yuan… - International Journal of …, 2021 - Springer
Purpose Transforaminal endoscopic surgery (TES) is effective for treatment of intervertebral
disc-related diseases. To avoid injury to the critical structures, preoperative planning is …

A statistical model of spine shape and material for population-oriented biomechanical simulation

X Sun, H Wang, W Wang, N Li, T Hämäläinen… - IEEE …, 2021 - ieeexplore.ieee.org
In population-oriented ergonomics product design and musculoskeletal kinetics analysis,
digital spine models of different shape, pose and material property are in great demand. The …

Axial-SpineGAN: simultaneous segmentation and diagnosis of multiple spinal structures on axial magnetic resonance imaging images

H Gong, J Liu, S Li, B Chen - Physics in Medicine & Biology, 2021 - iopscience.iop.org
Providing a simultaneous segmentation and diagnosis of the spinal structures on axial
magnetic resonance imaging (MRI) images has significant value for subsequent …

A vertebral level-wise data augmentation scheme for segmentation via deep learning

S Wu, Y Cai, X Fan, SK Mirza… - Medical Imaging 2021 …, 2021 - spiedigitallibrary.org
Accurate vertebral segmentation is important for image-related assessment of spine
pathologies. Recent spine segmentation techniques focus on deep learning-based …

The lumbar region localization using bone anatomy feature graphs

S Ma, J Yang, Q Sun, Y Yuan, Y Huang - Medical & Biological …, 2021 - Springer
The automatic localization of the lumbar region is essential for the diagnosis of lumbar
diseases, the study of lumbar morphology, and the surgical planning. Although the existing …