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Texture analysis of the 3D collagen network and automatic classification of the physiology of articular cartilage

Duan, Xiaojuan; Wu, Jianping; Swift, Benjamin; Kirk, Thomas Brett


A close relationship has been found between the 3D collagen structure and physiological condition of articular cartilage (AC). Studying the 3D collagen network in AC offers a way to determine the condition of the cartilage. However, traditional qualitative studies are time consuming and subjective. This study aims to develop a computer vision-based classifier to automatically determine the condition of AC tissue based on the structural characteristics of the collagen network. Texture analysis...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
Source: Computer Methods in Biomechanics and Biomedical Engineering
DOI: 10.1080/10255842.2013.864284


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