Back to Search
Start Over
Biomechanical 3-D finite element modeling of the human breast using MRI data
- Source :
- IEEE Transactions on Medical Imaging. 20:271-279
- Publication Year :
- 2001
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2001.
-
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.
- Subjects :
- medicine.medical_specialty
Computer science
Breast imaging
Finite Element Analysis
Mammary gland
Image registration
Models, Biological
Imaging phantom
Edge detection
Imaging, Three-Dimensional
Pressure
medicine
Humans
Mammography
Computer Simulation
Polygon mesh
Breast
Electrical and Electronic Engineering
skin and connective tissue diseases
Radiological and Ultrasound Technology
medicine.diagnostic_test
Phantoms, Imaging
Image segmentation
Magnetic Resonance Imaging
Elasticity
Finite element method
Biomechanical Phenomena
Computer Science Applications
Surgery
medicine.anatomical_structure
Mesh generation
Hyperelastic material
Female
Human breast
Software
Biomedical engineering
Interpolation
Subjects
Details
- ISSN :
- 02780062
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Medical Imaging
- Accession number :
- edsair.doi.dedup.....b0fd46f6bc621f708e0ca74e7ca58d7f
- Full Text :
- https://doi.org/10.1109/42.921476