Ultrasound spine image segmentation using multi-scale feature fusion skip-inception U-Net (SIU-Net)

S Banerjee, J Lyu, Z Huang, FHF Leung, T Lee… - Biocybernetics and …, 2022 - Elsevier
Scoliosis is a 3D spinal deformation where the spine takes a lateral curvature, forming an
angle in the coronal plane. Diagnosis of scoliosis requires periodic detection, and frequent …

Improvement of 3-D ultrasound spine imaging technique using fast reconstruction algorithm

HB Chen, R Zheng, LY Qian, FY Liu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Three-dimensional (3-D) freehand ultrasound (US) imaging has been applied to the
investigation of spine deformity. However, it is a challenge for the current 3-D imaging …

Automatic detection and measurement of spinous process curve on clinical ultrasound spine images

HY Zeng, E Lou, SH Ge, ZC Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The ultrasound (US) imaging technique has been applied to scoliosis assessment, and the
proxy Cobb angle can be acquired on the US coronal images. The spinous process angle …

Ultrasound to X-ray synthesis generative attentional network (UXGAN) for adolescent idiopathic scoliosis

W Jiang, C Yu, X Chen, Y Zheng, C Bai - Ultrasonics, 2022 - Elsevier
Standing X-ray radiograph with Cobb's method is the gold standard for scoliosis diagnosis.
However, radiation hazard restricts its application, especially for close follow-up of …

Ultrasound volume projection image quality selection by ranking from convolutional RankNet

J Lyu, SH Ling, S Banerjee, JY Zheng, KL Lai… - … Medical Imaging and …, 2021 - Elsevier
Periodic inspection and assessment are important for scoliosis patients. 3D ultrasound
imaging has become an important means of scoliosis assessment as it is a real-time, cost …

Comparison of ultrasound scanning for scoliosis assessment: Robotic versus manual

M Victorova, HHT Lau, TTY Lee… - … Journal of Medical …, 2023 - Wiley Online Library
Background Ultrasound (US) imaging for scoliosis assessment is challenging for a non‐
experienced operator. The robotic scanning was developed to follow a spinal curvature with …

Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization

J Lyu, X Bi, S Banerjee, Z Huang, FHF Leung… - … Medical Imaging and …, 2021 - Elsevier
Abstract 3D ultrasound imaging has become one of the common diagnosis ways to assess
scoliosis since it is radiation-free, real-time, and low-cost. Spine curvature angle …

Semi-automatic method for pre-surgery scoliosis classification on X-ray images using Bending Asymmetry Index

D Yang, TTY Lee, KKL Lai, TP Lam… - International journal of …, 2022 - Springer
Abstract Purpose Bending Asymmetry Index (BAI) has been proposed to characterize the
types of scoliotic curve in three-dimensional ultrasound imaging. Scolioscan has …

A real‐time freehand 3D ultrasound imaging method for scoliosis assessment

W Jiang, X Chen, C Yu - Journal of applied clinical medical …, 2022 - Wiley Online Library
Real‐time 3D ultrasound has gained popularity in many fields because it can provide
interactive feedback to help acquire high‐quality images or to conduct timely diagnosis …

Semi-automatic ultrasound curve angle measurement for adolescent idiopathic scoliosis

D Yang, TTY Lee, KKL Lai, TP Lam, WCW Chu… - Spine deformity, 2022 - Springer
Purpose Using X-ray to evaluate adolescent idiopathic scoliosis (AIS) conditions is the
clinical gold standard, with potential radiation hazards. 3D ultrasound has demonstrated its …