Title :
An automatic bone segmentation method based on anatomical structure for the knee joint in MDCT image
Author :
Uozumi, Yosuke ; Nagamune, Kouki
Author_Institution :
Grad. Sch. of Eng., Univ. of Fukui, Fukui, Japan
Abstract :
The purpose of this study is to propose an automatic segmentation about each bone (the femur, the tibia, the patellar, and fibular) of the knee in MDCT image. The proposed method was applied for six patients (Age 33 ± 13, four males / tew females). The proposed method segmented the knee joint into each bone by using anatomical structure for the knee joint. The experiments calculate matching rate of the manual and the proposed method for evaluating it. As a result, The matching rate of the femur, the tibia, the patellar, and fibula were 95.84 ± 0.57%, 94.12 ± 1.01%, 94.49 ± 0.83%, 86.37 ± 4.28%, respectively. This study concluded that the proposed method is enough to segment the knee bones.
Keywords :
bone; computerised tomography; image matching; image segmentation; medical image processing; anatomical structure; automatic bone segmentation method; computed tomography; femur; fibular bone; image segmentation; knee bone; knee joint; matching rate; patellar bone; tibia; Biological tissues; Biomedical imaging; Bones; Educational institutions; Image segmentation; Joints; Manuals;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6611200