DocumentCode :
1486420
Title :
Biomechanical 3-D finite element modeling of the human breast using MRI data
Author :
Samani, Abbas ; Bishop, Jonathan ; Yaffe, Martin J. ; Plewes, Donald B.
Author_Institution :
Dept. of Med. Biophys., Toronto Univ., Ont., Canada
Volume :
20
Issue :
4
fYear :
2001
fDate :
4/1/2001 12:00:00 AM
Firstpage :
271
Lastpage :
279
Abstract :
Breast tissue deformation modeling has recently gained considerable interest in various medical applications. A biomechanical model of the breast is presented using a finite element (FE) formulation. Emphasis is given to the modeling of breast tissue deformation which takes place in breast imaging procedures. The first step in implementing the FE modeling (FEM) procedure is mesh generation. For objects with irregular and complex geometries such as the breast, this step is one of the most difficult and tedious tasks. For FE mesh generation, two automated methods are presented which process MRI breast images to create a patient-specific mesh. The main components of the breast are adipose, fibroglandular and skin tissues. For modeling the adipose and fibroglandular tissues, we used eight noded hexahedral elements with hyperelastic properties, while for the skin, we chose four noded hyperelastic membrane elements. For model validation, an MR image of an agarose phantom was acquired and corresponding FE meshes were created. Based on assigned elasticity parameters, a numerical experiment was performed using the FE meshes, and good results were obtained. The model was also applied to a breast image registration problem of a volunteer´s breast. Although qualitatively reasonable, further work is required to validate the results quantitatively.
Keywords :
biological tissues; biomechanics; biomedical MRI; edge detection; elastic deformation; image registration; image segmentation; interpolation; mammography; medical image processing; mesh generation; physiological models; MRI data; adipose tissues; agarose phantom; automated methods; biomechanical 3D finite element modeling; deformation modeling; edge detection; eight noded hexahedral elements; fibroglandular tissues; four noded hyperelastic membrane elements; human breast tissue; hyperelastic properties; image registration problem; image segmentation; interpolation; mesh generation; patient-specific mesh; skin tissues; Biomedical equipment; Breast tissue; Deformable models; Finite element methods; Geometry; Humans; Magnetic resonance imaging; Medical services; Mesh generation; Skin; Biomechanics; Breast; Computer Simulation; Elasticity; Female; Finite Element Analysis; Humans; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Models, Biological; Phantoms, Imaging; Pressure;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/42.921476
Filename :
921476
Link To Document :
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