DocumentCode
140968
Title
Estimation of brain internal structures by deforming brain atlas using finite element method
Author
Kobayashi, Kaoru ; Morooka, Ken´ich ; Miyagi, Yasushi ; Fukuda, Toshio ; Tsuji, Takao ; Kurazume, Ryo ; Samura, Kazuhiro
Author_Institution
Grad. Sch. of Inf. Sci. & Electr. Eng., Kyushu Univ., Fukuoka, Japan
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
5558
Lastpage
5561
Abstract
This paper presents a method for estimating the internal structures of a patient brain by deforming a standard brain atlas. Conventional deformation methods need several landmarks from the brain surface contour to fit the atlas to the patient brain shape. However, since the number and shapes of small sulci on the brain surface are different from each other, the determination of the accurate correspondence between small sulcus is difficult for experienced neurosurgeons. Moreover, the relationship between the surface shape and internal structure of the brain is unclear. Therefore, even if the deformed atlas is fitted to the patient brain shape exactly, the use of the deformed atlas does not always guarantee the reliable estimation of the internal structure of the patient brain. To solve these problems, we propose a new method for estimate the internal structure of a patient brain by the finite element method (FEM). In the deformation, our method select the landmarks from the contours of both the brain surface and the detectable internal structures from MR images.
Keywords
biomedical MRI; brain; finite element analysis; physiological models; FEM; brain internal structure estimation; brain surface contour; finite element method; magnetic resonance images; patient brain shape; standard brain atlas deformation; sulcus; Accuracy; Brain; Estimation; Finite element analysis; Neurosurgery; Shape; Surface treatment;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6944886
Filename
6944886
Link To Document