Fully Automated Unsupervised Multi-Parametric Classification of Adipose Tissue Depots in Skeletal Muscle

Keywords

according accuracy accurate achieve additionally adipose agreement alterations amount amounts applied approaches asymmetry automated background bandwidth bland body bone bones calculation calf certain channel chemical classification closest clustering coil combination complementary conditions confidence contour contouring corr correction cortical cross decomposition degeneration density depots determine diagnostic dice distance distribution dotted ecology edge enabling error evaluated except expressed extract extracted extraction extremities extremity fatty features final fraction fully funded give grade grades ground highest histogram ideal identifying infiltration inherent inner intervals lack like link local makes manual manually mark mask masked masks matrix measure menopausal metabolic middle misclassification modal model modeling muscle muscles obesity operator parametric patterns peak perfect performance plots post presence processing property proposed quantitative radiology reduced reeder reliable reproducible require robust scale scoring section segmentation segmented semi separated separates separating separation served skeletal smallest squares stable still streaks studies subjects threshold tissue trend truth unsupervised validate validation volumes water women