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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 ...
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 ...
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 ...
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 ...