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Scoliosis curve type classification from 3D trunk image
(2012-02-23)
Adolescent idiopathic scoliosis (AIS) is a deformity of the spine manifested by asymmetry and deformities of the external surface of the trunk. Classification of scoliosis deformities according to curve type is used to ...
Prediction of scoliosis curve type based on the analysis of trunk surface topography
(2010-04)
Scoliosis treatment strategy is generally chosen according to the severity and type of the spinal curve. Currently, the curve type is determined from X-rays whose acquisition can be harmful for the patient. We propose in ...
Analysis of scoliosis trunk deformities using ICA
(2012-07-02)
This paper describes a method for analyzing scoliosis trunk deformities using Independent Component Analysis (ICA). Our hypothesis is that ICA can capture the scoliosis deformities visible on the trunk. Unlike Principal ...
Towards Non Invasive Diagnosis of Scoliosis Using Semi-supervised Learning Approach
(Springer Berlin Heidelberg, 2010)
In this paper, a new methodology for the prediction of scoliosis curve types from non invasive acquisitions of the back surface of the trunk is proposed. One hundred and fifty-nine scoliosis patients had their back surface ...
Non invasive classification system of scoliosis curve types using least-squares support vector machines
(Elsevier, 2012-10-01)
Objective
To determine scoliosis curve types using non invasive surface acquisition, without prior knowledge from X-ray data.
Methods
Classification of scoliosis deformities according to curve type is used in the ...
Scoliosis Follow-Up Using Noninvasive Trunk Surface Acquisition
(2013-03-13)
Adolescent idiopathic scoliosis (AIS) is a musculoskeletal pathology. It is a complex spinal curvature in a 3-D space that also affects the appearance of the trunk. The clinical follow-up of AIS is decisive for its management. ...