Author :Monica Barbu-McInnis, Jose G. Tamez-Pena, Sara Totterman Source : IEEE International...
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Transcript of Author :Monica Barbu-McInnis, Jose G. Tamez-Pena, Sara Totterman Source : IEEE International...
Author :Monica Barbu-McInnis, Jose G. Tamez-Pena, Sara TottermanSource :IEEE International Symposium on Biomedical Imaging
April 2004 Page(s): 840 - 843 Vol. 1
Speaker : Ren-Li ShenAdvisor : Ku-Yaw Chang
2007/6/07 1
IntroductionMRI
Noninvasive imaging modalityQuantitative evaluation
Measure OA(OsteoArthritic) progression
Measure overall cartilage volumeNot easily reflect focal or local changes
Quantitatively measuring changes is to compute cartilage thickness map
2007/6/07 3
IntroductionSegmentCompute the tibia medial cartilage thickness
mapConstruct an inter-subject atlas
Describe the shape and natural thickness variation
Analyse
2007/6/07 4
Materials and methodsTen subjects
Five male and five female44.8 years on average5 with no history of OA, 5 with mild OA
Scanned 5 times Using Phillips Gyroscan Intra 1.5T MR imaging
systemImages acquired in sagittal plane
Region growing algorithmSegmentation
2007/6/07 6
Materials and methods-Computing the thickness map; Inter-subject registrationDeal of variability
Cartilage thickness Surface area
Wide range of cartilage shapes
2007/6/07 7
Materials and methods-Computing the thickness map; Inter-subject registrationAll maps rotated to a unique coordinate
systemPrincipal moments of inertia Principal axis method
Ten rotated maps were scaled to a common space
2007/6/07 8
Materials and methods-Correlating the thickness maps;Intra-subject registrationCalculate origin and orientation of the
thickness mapIn intra-subject registration
Assumes the differences in coordinates of thickness points likely due to global changes
Good origin approximation of the common coordinate systemDerived from the centroid to the two thickness
maps
2007/6/07 9
Materials and methods-Correlating the thickness maps;Intra-subject registrationTranslation vector
OriginRotation matrix
Orientation
Thickness maps have been correlatedPoint by point mean and standard deviation
can be calculated
2007/6/07 10