Work

Multiobjective guided priors improve the accuracy of near-infrared spectral tomography for breast imaging

Year: 2016
Type: article
Abstract: An image reconstruction regularization approach for magnetic resonance imaging-guided near-infrared spectral tomography has been developed to improve quantification of total hemoglobin (HbT) and water. By combining prior information from dynamic contrast enhanced (DCE) and diffusion weighted (DW) MR images, the absolute bias errors of HbT and water in the tumor were reduced by 22% and 18%, 21% and 6%, and 10% and 11%, compared to that in the no-prior, DCE- or DW-guided reconstructed images in three-dimensional simulations, respectively. In addition, the apparent contrast values of HbT and water were increased in patient image reconstruction from 1.4 and 1.4 (DCE) or 1.8 and 1.4 (DW) to 4.6 and 1.6.
Language: English
Field: Medicine
Open Access status: hybrid
Estimated APC paid: $1,675
OpenAlex ID: W2521218985
FWCI: 1.734
Cites: 15
Cited by: 16
Related to: 10