DocumentCode
3215965
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
fYear
2013
fDate
3-7 July 2013
Firstpage
7124
Lastpage
7127
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6611200
Filename
6611200
Link To Document