Magnetic resonance imaging apparatus and medical image processing apparatus
In general, according to the present embodiment, a magnetic resonance imaging apparatus includes sequence control circuitry and processing circuitry. The sequence control circuitry collects MR data corresponding to each of a plurality of echo times. The processing circuitry generates a plurality of magnitude images corresponding to the plurality of echo times based on the MR data. The processing circuitry generates a relaxation time map of tissue based on the plurality of magnitude images. The processing circuitry generates a susceptibility map quantitatively indicating susceptibility values in a subject based on a magnetic field distribution that is generated based on a plurality of phase images corresponding to the plurality of echo times and the relaxation time map.
1. A magnetic resonance imaging apparatus comprising:
sequence control circuitry configured to collect MR data corresponding to each of a plurality of echo times; and
processing circuitry configured to
generate a plurality of magnitude images corresponding to the plurality of echo times based on the MR data,
generate a relaxation time map of tissue based on the plurality of magnitude images, and
generate a susceptibility map that quantitatively indicates susceptibility values in a subject based on the relaxation time map and a magnetic field distribution generated by a plurality of phase images corresponding to the plurality of echo times,
wherein
the processing circuitry generates an edge mask by executing edge detection to the relaxation time map, and generates the susceptibility map by optimization processing with a regularization term using the edge mask for smoothing susceptibility within a non-edge portion in the relaxation time map.
2. The magnetic resonance imaging apparatus according to claim 1 , wherein
the processing circuitry generates the relaxation time map by performing fitting to a distribution of magnitude signals in a same position in a plurality of magnitude images.
3. The magnetic resonance imaging apparatus according to claim 1 , wherein
the processing circuitry generates the susceptibility map by suppressing a gradient of susceptibility relating to a region divided using the relaxation time map or by suppressing an absolute value of the gradient.
4. A magnetic resonance imaging apparatus comprising:
sequence control circuitry configured to collect MR data corresponding to each of a plurality of echo times; and
processing circuitry configured to
generate a plurality of magnitude images corresponding to the plurality of echo times based on the MR data,
generate a relaxation time map of tissue based on the plurality of magnitude images,
specify a region associated with occurrence of partial volume in an imaging region based on the relaxation time map, the magnitude images, and a plurality of anatomical landmarks in the magnitude images,
generate a mask image including the specified region,
generate a first susceptibility in each of a plurality of voxels in the imaging region based on a magnetic field distribution generated by a plurality of phase images corresponding to the plurality of echo times, and the relaxation time map,
generate a second susceptibility in each of the plurality of voxels in the imaging region based on the magnetic field distribution, the relaxation time map, and the mask image, and
generate a susceptibility map using a larger susceptibility among the first susceptibility and the second susceptibility in each of the voxels.
5. The magnetic resonance imaging apparatus according to claim 4 , wherein
the processing circuitry
generates an edge mask by executing edge detection to the relaxation time map,
generates the first susceptibility by performing first optimization processing with a first regularization term using the edge mask for smoothing susceptibility within a non-edge portion in the relaxation time map, and
generates the second susceptibility by performing second optimization processing with the first regularization term and a second regularization term that suppresses, by using the edge mask, susceptibility in the specified region to average susceptibility in the region.
6. A medical image processing apparatus comprising:
processing circuitry configured to
generate a relaxation time map of tissue based on a plurality of magnitude images corresponding to a plurality of echo times, and
generate a susceptibility map that quantitatively indicates susceptibility values in a subject based on the relaxation time map and magnetic field distribution generated by a plurality of phase images corresponding to the plurality of echo times, wherein
the processing circuitry generates an edge mask by executing edge detection to the relaxation time map, and generates the susceptibility map by optimization processing with a regularization term using the edge mask for smoothing susceptibility within a non-edge portion in the relaxation time map.