Artefact reduction in magnetic resonance imaging
Techniques for compensating magnetic resonance imaging (MRI) data for artefacts caused by motion of a subject being imaged. The techniques include obtaining spatial frequency data obtained by using a magnetic resonance imaging (MRI) system to perform MRI on a patient, the spatial frequency data including first spatial frequency data and second spatial frequency data; determining a transformation using a first image obtained using the first spatial frequency data and a second image obtained using the second spatial frequency data; determining a residual spatial phase; correcting, using the transformation, second spatial frequency data and the residual spatial phase, to obtain corrected second spatial frequency data and a corrected residual spatial phase; and generating a magnetic resonance (MR) image using the corrected second spatial frequency data and the corrected residual spatial phase.
1. A method for compensating magnetic resonance imaging (MRI) data for artefacts caused by motion of a subject being imaged, the method comprising:
using at least one computer hardware processor to perform:
obtaining spatial frequency data obtained by using an MRI system to perform MRI on a patient, the spatial frequency data including first spatial frequency data and second spatial frequency data;
determining a rigid transformation using a first image obtained using the first spatial frequency data and a second image obtained using the second spatial frequency data;
determining a residual spatial phase;
correcting, using the rigid transformation, the residual spatial phase to obtain a corrected residual spatial phase;
correcting, using the rigid transformation, second spatial frequency data to obtain corrected second spatial frequency data; and
generating a magnetic resonance (MR) image using the corrected second spatial frequency data and the corrected residual spatial phase.
2. At least one non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by at least one computer hardware processor, cause the at least one computer hardware processor to perform a method for compensating magnetic resonance imaging (MRI) data for artefacts caused by motion of a subject being imaged, the method comprising:
obtaining spatial frequency data obtained by using an MRI system to perform MRI on a patient, the spatial frequency data including first spatial frequency data and second spatial frequency data;
determining a rigid transformation using a first image obtained using the first spatial frequency data and a second image obtained using the second spatial frequency data;
determining a residual spatial phase;
correcting, using the rigid transformation, the residual spatial phase to obtain a corrected residual spatial phase
correcting, using the rigid transformation, second spatial frequency data to obtain corrected second spatial frequency data; and
generating a magnetic resonance (MR) image using the corrected second spatial frequency data and the corrected residual spatial phase.
3. A system, comprising:
at least one computer hardware processor; and
at least one computer-readable storage medium storing processor-executable instructions that, when executed by the at least one computer hardware processor, cause the at least one computer hardware processor to perform a method for compensating magnetic resonance imaging (MRI) data for artefacts caused by motion of a subject being imaged, the method comprising:
obtaining spatial frequency data obtained by using an MRI system to perform MRI on a patient, the spatial frequency data including first spatial frequency data and second spatial frequency data;
determining a rigid transformation using a first image obtained using the first spatial frequency data and a second image obtained using the second spatial frequency data;
determining a residual spatial phase;
correcting, using the rigid transformation, the residual spatial phase to obtain a corrected residual spatial phase;
correcting, using the rigid transformation, second spatial frequency data, to obtain corrected second spatial frequency data; and
generating a magnetic resonance (MR) image using the corrected second spatial frequency data and the corrected residual spatial phase.
4. The method of claim 1 , wherein generating the MR image is performed by:
generating a corrected second image using the corrected second spatial frequency data and the corrected residual spatial phase; and
generating the MR image by combining the first image and the corrected second image.
5. The method of claim 1 , wherein generating the MR image comprises:
generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase.
6. The method of claim 5 , wherein generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase is performed using an iterative reconstruction technique.
7. The method of claim 6 , wherein the iterative reconstruction technique comprises a conjugate gradient SENSE algorithm.
8. The method of claim 5 , further comprising determining a corrected coil map using the corrected residual phase.
9. The method of claim 1 , wherein determining the transformation comprises determining a rigid transformation using the first image and the second image.
10. The method of claim 1 , wherein the first spatial frequency data and the second spatial frequency data were each obtained by using a pulse sequence that repeatedly samples a central region of k-space.
11. The method of claim 1 , wherein determining the residual spatial phase comprises determining the residual spatial phase using an image generated from the spatial frequency data.
12. The at least one computer-readable storage medium of claim 2 , wherein generating the MR image is performed by:
generating a corrected second image using the corrected second spatial frequency data and the corrected residual spatial phase; and
generating the MR image by combining the first image and the corrected second image.
13. The at least one computer-readable storage medium of claim 2 , wherein generating the MR image comprises:
generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase.
14. The at least one computer-readable storage medium of claim 13 , wherein generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase is performed using an iterative reconstruction technique.
15. The at least one computer-readable storage medium of claim 2 , wherein determining the transformation comprises determining a rigid transformation using the first image and the second image.
16. The at least one computer-readable storage medium of claim 2 , wherein the first spatial frequency data and the second spatial frequency data were each obtained by using a pulse sequence that repeatedly samples a central region of k-space.
17. The system of claim 3 , wherein generating the MR image is performed by:
generating a corrected second image using the corrected second spatial frequency data and the corrected residual spatial phase; and
generating the MR image by combining the first image and the corrected second image.
18. The system of claim 3 , wherein generating the MR image comprises:
generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase.
19. The system of claim 3 , wherein generating the MR image by using the first spatial frequency data, the corrected spatial frequency data, and the corrected residual phase is performed using an iterative reconstruction technique.
20. The system of claim 3 , wherein the first spatial frequency data and the second spatial frequency data were each obtained by using a pulse sequence that repeatedly samples a central region of k-space.