Title :
Six degree of freedom calculation based on principal component analysis for the knee joint in MDCT image
Author :
Uozumi, Yosuke ; Nagamune, Kouki ; Araki, Daisuke ; Matsumoto, Tad ; Matsushita, Teruo ; Kubo, Satoshi ; Kuroda, Rihito ; Kurosaka, Masahiro
Author_Institution :
Grad. Sch. of Eng., Univ. of Fukui, Fukui, Japan
Abstract :
The anterior cruciate ligament (ACL) injury can cause a reason of instability along anterior posterior translation at extension. Thus, it is important to examine the knee joint quantitatively for understanding clinical outcome. However, an quantitative calculation method of the knee joint has not been reported. Therefore, we have developed six degree of freedom (6 DOF) calculation based on principal component analysis (PCA) for the knee joint in multi-detecter row computer tomography (MDCT) image. The proposal method was applied to six ACL injured knees obtained at two periods. As a result, the proposed methods could calculated 6 DOF of the knee joint quantitatively.
Keywords :
computerised tomography; injuries; principal component analysis; MDCT image; PCA; anterior cruciate ligament injury; anterior-posterior translation; knee joint; multidetecter row computer tomography image; principal component analysis; six degree of freedom calculation; Accuracy; Bones; Fasteners; Gravity; Injuries; Joints; Knee; ACL Reconstruction; Image Analysis; MDCT Image; Six Degrees-of-freedom;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007611