Title :
A constrained modulus reconstruction technique for breast cancer assessment
Author :
Samani, Abbas ; Bishop, Jonathan ; Plewes, Donald B.
Author_Institution :
Dept. of Med. Biophys., Toronto Univ., Ont., Canada
Abstract :
A reconstruction technique for breast tissue elasticity modulus is described. This technique assumes that the geometry of normal and suspicious tissues is available from a contrast-enhanced magnetic resonance image. Furthermore, it is assumed that the modulus is constant throughout each tissue volume. The technique, which uses quasi-static strain data, is iterative where each iteration involves modulus updating followed by stress calculation. Breast mechanical stimulation is assumed to be done by two compressional rigid plates. As a result, stress is calculated using the finite element method based on the well-controlled boundary conditions of the compression plates. Using the calculated stress and the measured strain, modulus updating is done element-by-element based on Hooke´s law. Breast tissue modulus reconstruction using simulated data and phantom modulus reconstruction using experimental data indicate that the technique is robust.
Keywords :
biomechanics; biomedical MRI; cancer; elastic moduli measurement; finite element analysis; image reconstruction; iterative methods; mammography; medical image processing; Hooke´s law; breast cancer assessment; breast tissue modulus reconstruction; compression plates; constrained modulus reconstruction technique; finite element method; medical diagnostic imaging; normal tissues; phantom modulus reconstruction; quasi-static strain data; stress calculation; suspicious tissues; well-controlled boundary conditions; Breast cancer; Breast tissue; Elasticity; Geometry; Image coding; Image reconstruction; Magnetic field induced strain; Magnetic resonance; Strain measurement; Stress; Breast Neoplasms; Female; Finite Element Analysis; Humans; Image Processing, Computer-Assisted; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Phantoms, Imaging;
Journal_Title :
Medical Imaging, IEEE Transactions on