Title :
A Technique for the Computation of Lower Leg Muscle Volume from MRI Images in the context of Venous Return
Author :
ÓLaighin, Gearóid ; Broderick, Barry J. ; Clarke-Moloney, Mary ; Wallis, Fintan ; Grace, Pierce A.
Author_Institution :
Dept. of Electron. Eng., Nat. Univ. of Ireland, Galway, Ireland
Abstract :
A technique to automatically calculate the volume of a patient´s calf muscle using MRI scans in the context of venous insufficiency is presented. Rather than giving a quantifiable measurement of volume, the technique provides a pixel count which can be used to compare the calf muscle volume of one leg of a patient against the other in the context of unilateral leg ulcers or to compare one patient´s calf muscle volume against another patient. A custom Matlab program reads the MRI scans (in the form of JPEG images) and determines the number of pixels (right and left limbs separately) that fall within a user defined gray-scale band, designated as being muscle. The output from the Matlab program was compared with a manual counting method. The pixel counting algorithm was found to have an acceptable accuracy with results indicating a percentage difference from the manual method of between 2 and 9.5%.
Keywords :
biomedical MRI; medical image processing; muscle; volume measurement; JPEG images; MRI images; Matlab; calf muscle volume; gray scale band; lower leg muscle volume computation; pixel counting algorithm; unilateral leg ulcer; venous return; Biomedical engineering; Blood; Hospitals; Image coding; Leg; MATLAB; Magnetic resonance imaging; Muscles; Veins; Volume measurement; Blood Flow Velocity; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Leg; Magnetic Resonance Imaging; Muscle, Skeletal; Organ Size; Regional Blood Flow; Veins;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2007.4352449