Title :
Active Adjoint Modeling Method in Microwave Induced Thermoacoustic Tomography for Breast Tumor
Author :
Xiaozhang Zhu ; Zhiqin Zhao ; Jinguo Wang ; Guoping Chen ; Qing Huo Liu
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
To improve the model-based inversion performance of microwave induced thermoacoustic tomography for breast tumor imaging, an active adjoint modeling (AAM) method is proposed. It aims to provide a more realistic breast acoustic model used for tumor inversion as the background by actively measuring and reconstructing the structural heterogeneity of human breast environment. It utilizes the reciprocity of acoustic sensors, and adapts the adjoint tomography method from seismic exploration. With the reconstructed acoustic model of breast environment, the performance of model-based inversion method such as time reversal mirror is improved significantly both in contrast and accuracy. To prove the advantage of AAM, a checkerboard pattern model and anatomical realistic breast models have been used in full wave numerical simulations.
Keywords :
acoustic tomography; bioacoustics; biothermics; image reconstruction; integral equations; mammography; medical image processing; microwave imaging; numerical analysis; physiological models; thermoacoustics; tumours; AAM method; acoustic model reconstruction; acoustic sensor reciprocity; active adjoint modeling method; active measurement; adjoint tomography method; anatomical realistic breast models; breast environment model reconstruction; breast tumor imaging; checkerboard pattern model; full wave numerical simulations; human breast environment; microwave induced thermoacoustic tomography; model-based inversion method; realistic breast acoustic model; seismic exploration; structural heterogeneity reconstruction; time reversal mirror; tumor inversion; Acoustics; Active appearance model; Breast; Microwave imaging; Numerical models; Tumors; Acoustic modeling; adjoint method; breast tumor; medical imaging; microwave induced thermoacoustic tomography (MITAT);
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2014.2309912