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Fat Quantification in MRI-defined lumbar muscles

Authors: 
Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
Abstract—Some studies suggest fat infiltration in the lumbar muscles (LM) is associated with lower back pain (LBP) in adults. Usually fat in MRI-defined lumbar muscles is qualitatively evaluated by visual grading via a 3 point scale, whereas a quantitative continuous (0 - 100%) approach may provide a greater insight. In this paper, we propose a method to precisely quantify the fat content / infiltration in a user-defined region of the lumbar muscles, which may aid better diagnosis. The key steps are segmenting the region of interest (ROI) from the lumbar muscles, identifying the fatty regions in the segmented region based on the selected threshold and softness levels, computing the parameters (such as total and region-wise fat content percentage, total-cross sectional area (TCSA), functional cross-sectional area (FCSA)) and exporting the computations and associated patient information from the MRI, into a database. A standalone application using MATLAB R2010a was developed to perform the required computations along with an intuitive GUI.
Conference Name: 
4th International Conference on Image Processing Theory, Tools and Applications
Proceedings: 
4th International Conference on Image Processing Theory, Tools and Applications
Digital Object Identifer (DOI): 
10.NA
Publication Date: 
14/10/2014
Conference Location: 
France
Research Group: 
Institution: 
Dublin City University (DCU)
Open access repository: 
Yes