A review of the methods on cobb angle measurements for spinal curvature

C Jin, S Wang, G Yang, E Li, Z Liang - Sensors, 2022 - mdpi.com
Scoliosis is a common disease of the spine and requires regular monitoring due to its
progressive properties. A preferred indicator to assess scoliosis is by the Cobb angle, which …

[HTML][HTML] Next-Gen medical imaging: U-Net evolution and the rise of transformers

C Zhang, X Deng, SH Ling - Sensors, 2024 - mdpi.com
The advancement of medical imaging has profoundly impacted our understanding of the
human body and various diseases. It has led to the continuous refinement of related …

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 …

Joint spine segmentation and noise removal from ultrasound volume projection images with selective feature sharing

Z Huang, R Zhao, FHF Leung… - … on Medical Imaging, 2022 - ieeexplore.ieee.org
Volume Projection Imaging from ultrasound data is a promising technique to visualize spine
features and diagnose Adolescent Idiopathic Scoliosis. In this paper, we present a novel …

Automatic segmentation of lumbar spine MRI images based on improved attention U‐net

S Wang, Z Jiang, H Yang, X Li… - Computational …, 2022 - Wiley Online Library
Lumbar spine segmentation is important to help doctors diagnose lumbar disc herniation
(LDH) and patients' rehabilitation treatment. In order to accurately segment the lumbar spine …

Convolutional Neural Network dalam Citra Medis

D Gunawan, H Setiawan - KONSTELASI: Konvergensi Teknologi dan …, 2022 - ojs.uajy.ac.id
Penggunaan deep learning dapat diaplikasikan di berbagai bidang seperti pendidikan,
bisnis, pertanian, pertambangan, internet of things (IoT), keamanan cyber, perkiraan cuaca …

Knee bone models from ultrasound

B Hohlmann, P Broessner, L Phlippen… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
The number of total knee arthroplasties performed worldwide is on the rise. Patient-specific
planning and implants may improve surgical outcomes but require 3-D models of the bones …

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 …

Automatic Assessment of Ultrasound Curvature Angle for Scoliosis Detection Using 3-D Ultrasound Volume Projection Imaging

S Banerjee, Z Huang, J Lyu, FHF Leung, T Lee… - Ultrasound in Medicine …, 2024 - Elsevier
Objective Scoliosis is a spinal deformation in which the spine takes a lateral curvature,
generating an angle in the coronal plane. The conventional method for detecting scoliosis is …

Attention V-Net: a modified V-Net architecture for left atrial segmentation

X Liu, R Yin, J Yin - Applied Sciences, 2022 - mdpi.com
We propose a fully convolutional neural network based on the attention mechanism for 3D
medical image segmentation tasks. It can adaptively learn to highlight the salient features of …