CT‐based automatic spine segmentation using patch‐based deep learning

SF Qadri, H Lin, L Shen, M Ahmad… - … Journal of Intelligent …, 2023 - Wiley Online Library
CT vertebral segmentation plays an essential role in various clinical applications, such as
computer‐assisted surgical interventions, assessment of spinal abnormalities, and vertebral …

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 …

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

N Lessmann, B Van Ginneken, PA De Jong… - Medical image …, 2019 - Elsevier
Precise segmentation and anatomical identification of the vertebrae provides the basis for
automatic analysis of the spine, such as detection of vertebral compression fractures or other …

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 …

Beta r-cnn: Looking into pedestrian detection from another perspective

Z Xu, B Li, Y Yuan, A Dang - Advances in Neural …, 2020 - proceedings.neurips.cc
Recently significant progress has been made in pedestrian detection, but it remains
challenging to achieve high performance in occluded and crowded scenes. It could be …

Combining edge guidance and feature pyramid for medical image segmentation

S Chen, C Qiu, W Yang, Z Zhang - Biomedical signal processing and …, 2022 - Elsevier
Automatic segmentation of medical images is very important for computer-aided diagnosis.
The U-shaped and skip-connection based on convolution (UNet) has achieved the most …

Computer-assisted screw size and insertion trajectory planning for pedicle screw placement surgery

D Knez, B Likar, F Pernuš… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Pathological conditions that cause instability of the spine are commonly treated by vertebral
fixation involving pedicle screw placement surgery. However, existing methods for …

[HTML][HTML] Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models

N Ravikumar, A Gooya, S Çimen, AF Frangi… - Medical image …, 2018 - Elsevier
A probabilistic group-wise similarity registration technique based on Student's t-mixture
model (TMM) and a multi-resolution extension of the same (mr-TMM) are proposed in this …

RUnT: A network combining residual U-Net and transformer for vertebral edge feature fusion constrained spine CT image segmentation

H Xu, X Cui, C Li, Z Tian, J Liu, J Yang - IEEE Access, 2023 - ieeexplore.ieee.org
Scoliosis, spinal deformity and vertebral spondylolisthesis are spinal disorders with high
incidence, which seriously affect people's lives and health. CT is an important medical tool …

Spinal pedicle screw planning using deformable atlas registration

J Goerres, A Uneri, T De Silva, M Ketcha… - Physics in Medicine …, 2017 - iopscience.iop.org
Spinal screw placement is a challenging task due to small bone corridors and high risk of
neurological or vascular complications, benefiting from precision guidance/navigation and …