Systems and methods for correcting intravoxel and/or voxel inhomogeneity
The devices, systems, and methods can improve magnetic resonance imaging (MRI), MR spectroscopy (MRS), MR spectroscopic imaging (MRSI) measurement(s), thereby providing more reliable quantification. The method may include a method for correcting MR image(s)/spectrum. The method may include providing an inhomogeneity field/response map of a region of interest; and providing MR image(s)/spectrum of the region of interest. The method may include determining an intravoxel/voxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the inhomogeneity field/response map. The method may include correcting each voxel of the MR image(s)/spectrum of the region of interest using the intravoxel/voxel inhomogeneity correction coefficient. The MR image(s)/spectrum may include chemical exchange saturation transfer (CEST)/magnetization transfer (MT) imaging with Z-spectrum, CEST/MT imaging without Z-spectrum, CEST spectroscopy, CEST MRS, MRS, MRSI, or any combination thereof.
1. A method for correcting MR data comprising:
providing an inhomogeneity field/response map of a region of interest;
wherein the inhomogeneity field/response map is a high-resolution B 0 inhomogeneity field/response map;
providing MR data of the region of interest;
wherein the MR data is CEST Z-spectrum image(s)/spectrum or MT Z-spectrum image(s)/spectrum, each voxel of the MR data corresponds to a plurality of subvoxels of the B 0 inhomogeneity field/response map;
registering the inhomogeneity field/response map and the MR data;
constructing a subvoxel discrete B 0 response from the registered inhomogeneity field/response map;
constructing a voxel discrete Z-spectrum;
determining an intravoxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the inhomogeneity field/response map;
wherein the determining the intravoxel inhomogeneity correction co-efficient includes deconvolving the subvoxel discrete B 0 response from the voxel discrete Z-spectrum; and
correcting each voxel of the MR data of the region of interest using the intravoxel inhomogeneity correction coefficient.
2. The method according to claim 1 , wherein the subvoxel discrete B 0 response is represented by a subvoxel discrete B 0 point spread function (PSF).
3. A method for correcting MR data comprising:
providing an inhomogeneity field/response map of a region of interest;
wherein the inhomogeneity field/response map is a high-resolution B 0 inhomogeneity field/response map;
providing MR data of the region of interest;
wherein the MR data is MR spectroscopy (MRS)/MR spectroscopic imaging (MRSI) image(s)/spectrum; and
wherein each voxel of the MRS/MRSI image(s)/spectrum corresponds to a plurality of subvoxels of the B 0 inhomogeneity field/response map; and
registering the inhomogeneity field/response map and the MR data;
constructing a subvoxel discrete B 0 response from the registered B 0 inhomogeneity field/response map, and
constructing the MRS/MRSI image(s)/spectrum using an interval that is equal to the subvoxel discrete B 0 response;
determining an intravoxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the inhomogeneity field/response map;
wherein the determining the intravoxel inhomogeneity correction co-efficient includes deconvolving the subvoxel discrete B 0 response from the voxel discrete MRS/MRSI spectrum; and
correcting each voxel of the MR data of the region of interest using the intravoxel inhomogeneity correction coefficient.
4. The method according to claim 3 , wherein:
the constructing the MRS/MRSI image(s)/spectrum includes constructing MR real signals, MR imaginary signals, complex signal, MRS signal with a phase adjustment, and/or a combination thereof; and
the deconvolving includes deconvolving the MR real signals, the MR imaginary signals, the complex signal, the MRS signal with the phase adjustment, and/or a combination thereof.
5. The method according to claim 4 , wherein the deconvolving the MR real signals and the MR imaginary signals are performed independently, and the method further comprising:
integrating the MR real signals and the MR imaginary signals after the deconvolving to reconstruct complex MRS signal.
6. The method according to claim 3 , wherein the subvoxel discrete B 0 response is represented by a subvoxel discrete B 0 point spread function.
7. A method for correcting MR data:
providing an inhomogeneity field/response map of a region of interest;
wherein the inhomogeneity field/response map is a high-resolution B 0 inhomogeneity field/response map;
providing MR data of the region of interest;
wherein the MR data is CEST non Z-spectrum image(s)/spectrum or MT non Z-spectrum image(s)/spectrum;
registering the inhomogeneity field/response map and the MR data;
determining a voxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the registered B 0 inhomogeneity field/response map and the MR data; and
correcting each voxel of the MR data of the region of interest using the voxel inhomogeneity correction coefficient;
wherein the corrected data is corrected using the intravoxel inhomogeneity correction coefficient.
8. The method according to claim 7 , wherein the determining the voxel inhomogeneity correction coefficient includes determining a regression of B 0 inhomogeneity and measured CEST effect of one or more subregions of the region of interest using the registered B 0 inhomogeneity field/response map and the MR data, the one or more subregions of the region of interest having a homogenous CEST signal intensity.
9. A method for correcting MR data comprising:
providing an inhomogeneity field/response map of a region of interest;
providing MR data of the region of interest;
determining an intravoxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the inhomogeneity field/response map; and
correcting each voxel of the MR image(s)/spectrum of the region of interest using the intravoxel inhomogeneity correction coefficient;
determining a quasi-steady state signal for each voxel for each saturation offset using the corrected voxel, T1 map, B1, and scan parameters, the scan parameters including saturation time; and
standardizing each corrected voxel using the quasi-steady state signal for each saturation offset.
10. The method according to claim 9 , wherein the determining the quasi-steady state spectrum for each voxel includes:
determining a steady state spinlock relaxation rate using at least the saturation time; and
determining the quasi-steady state signal for each voxel for each saturation offset based on the steady state spinlock relaxation rate.
11. The method according to claim 9 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel for each offset.
12. A method for correcting MR data comprising
providing a B 0 inhomogeneity field map/response of a region of interest;
providing MR data of the region of interest, the MR data corresponding to CEST data or MT data;
registering the B 0 inhomogeneity field/response map and the MR data;
determining a voxel inhomogeneity correction coefficient for each voxel of at least one subregion of the region of the interest using the registered B 0 inhomogeneity field/response map;
correcting each voxel of the MR data of the region of interest using the voxel inhomogeneity correction coefficient;
determining a quasi-steady state signal for each voxel for each saturation offset using the corrected voxel, T1 map, B1, and scan parameters, the scan parameters including saturation time; and
standardizing each corrected voxel using the quasi-steady state signal for each saturation offset.
13. The method according to claim 12 , wherein the determining the quasi-steady state spectrum for each voxel includes:
determining a steady state spinlock relaxation rate using-using at least the saturation time; and
determining the quasi-steady state signal for each voxel for each saturation offset based on the steady state spinlock relaxation rate.
14. The method according to claim 12 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel.
15. The method according to claim 13 , the CEST data is non Z-spectrum data and the MT data is non Z spectrum data.
16. The method according to claim 1 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel for each offset.
17. The method according to claim 3 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel for each offset.
18. The method according to claim 7 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel for each offset.
19. The method according to claim 13 , further comprising:
determining one or more quantitative measurements using each standardized and/or corrected voxel for each offset.