Early stage detection of scoliosis using machine learning algorithms

P Shrestha, A Singh, R Garg, I Sarraf… - … , Analytics, Big Data …, 2021 - ieeexplore.ieee.org
Scoliosis is the most common disease which is mainly identified from patient spine X-ray
images. It is mainly diagnosed based on sideways curvature image modality. In scoliosis …

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 …

Random fourier features-based deep learning improvement with class activation interpretability for nerve structure segmentation

CA Jimenez-Castaño, AM Álvarez-Meza… - Sensors, 2021 - mdpi.com
Peripheral nerve blocking (PNB) is a standard procedure to support regional anesthesia.
Still, correct localization of the nerve's structure is needed to avoid adverse effects; thereby …

[HTML][HTML] Light-convolution Dense selection U-net (LDS U-net) for ultrasound lateral bony feature segmentation

S Banerjee, J Lyu, Z Huang, HFF Leung, TTY Lee… - Applied Sciences, 2021 - mdpi.com
Scoliosis is a widespread medical condition where the spine becomes severely deformed
and bends over time. It mostly affects young adults and may have a permanent impact on …

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 …

Ultrasound-based 3D bone modelling in computer assisted orthopedic surgery–a review and future challenges

B Hohlmann, P Broessner… - Computer Assisted …, 2024 - Taylor & Francis
Computer-assisted orthopedic surgery requires precise representations of bone surfaces. To
date, computed tomography constitutes the gold standard, but comes with a number of …

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 …

DA-GAN: learning structured noise removal in ultrasound volume projection imaging for enhanced spine segmentation

Z Huang, R Zhao, FHF Leung, KM Lam… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
Ultrasound volume projection imaging (VPI) has shown to be appealing from a clinical
perspective, because of its harmlessness, flexibility, and efficiency in scoliosis assessment …

A three-dimensional extension of the slope chain code: analyzing the tortuosity of the flagellar beat of human sperm

A Bribiesca-Sánchez, A Guzmán, F Montoya… - Pattern Analysis and …, 2024 - Springer
In the realm of 3D image processing, accurately representing the geometric nuances of line
curves is crucial. Building upon the foundation set by the slope chain code, which adeptly …

[图书][B] Automatic Assessment of Scoliosis Using 3D Ultrasound Imaging and Convolutional Neural Network

S Banerjee - 2022 - search.proquest.com
Scoliosis is a 3D deformation of the spine categorized by a spine curvature angle larger than
10 in the coronal plane. During the adolescent period, as the skeletal structure of a child …