Title :
MR Water Quantitative Priors Improves the Accuracy of Optical Breast Imaging
Author :
Carpenter, Colin M. ; Pogue, Brian W. ; Jiang, Shudong ; Wang, Jia ; Hargreaves, Brian A. ; Rakow-Penner, Rebecca ; Daniel, Bruce L. ; Paulsen, Keith D.
Abstract :
Magnetic resonance (MR) guided optical breast imaging is a promising modality to improve the specificity of breast imaging, because it provides high-resolution quantitative maps of total hemoglobin, oxygen saturation, water content, and optical scattering. These properties have been shown to distinguish malignant from benign lesions. However, the optical detection hardware required for deep tissue imaging has poor spectral sensitivity which limits accurate water quantification; this reduces the accuracy of hemoglobin quantification. We present a methodology to improve optical quantification by utilizing the ability of Dixon MR imaging to quantitatively estimate water and fat; this technique effectively reduces optical crosstalk between water and oxyhemoglobin. The techniques described in this paper reduce hemoglobin quantification error by as much as 38%, as shown in a numerical phantom, and an experimental phantom. Error is reduced by as much 20% when imperfect MR water quantification is given. These techniques may also increase contrast between diseased and normal tissue, as shown in breast tissue in vivo. It is also shown that using these techniques may permit fewer wavelengths to be used with similar quantitative accuracy, enabling higher temporal resolution. In addition, it is shown that these techniques can improve the ability of MRI to quantify water in the presence of bias in the Dixon water/fat separation.
Keywords :
bio-optics; biochemistry; biological organs; biological tissues; biomedical MRI; biomedical optical imaging; gynaecology; light scattering; medical image processing; optical crosstalk; oxygen; phantoms; proteins; water; Dixon MR imaging; MR water quantitative priors; benign lesions; deep tissue imaging; experimental phantom; hemoglobin; high-resolution quantitative maps; magnetic resonance guided optical breast imaging; malignant lesions; numerical phantom; optical breast imaging accuracy; optical crosstalk; optical detection hardware; optical quantification; optical scattering; oxygen saturation; oxyhemoglobin; spectral sensitivity; temporal resolution; water content; water quantification; Image reconstruction; Lipidomics; Optical crosstalk; Optical imaging; Optical scattering; Optical sensors; Breast cancer; diffuse optics; image reconstruction; magnetic resonance (MR); Breast; Breast Neoplasms; Female; Hemoglobins; Humans; Magnetic Resonance Imaging; Magnetic Resonance Spectroscopy; Middle Aged; Oxygen; Oxyhemoglobins; Phantoms, Imaging; Sensitivity and Specificity; Water;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2010.2071394