Image processing apparatus and non-transitory computer readable medium for visualizing magnetic resonance data
An image processing apparatus according to an embodiment includes a processing circuitry. The processing circuitry acquires pixel values of at least three different types of magnetic resonance (MR) images. The processing circuitry causes a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes.
1. An image processing apparatus, comprising:
processing circuitry configured to
acquire pixel values of at least three different types of magnetic resonance (MR) images;
cause a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein
when a number of types of the MR images is greater than a number of dimensions of the diagram, the processing circuitry is further configured to determine at least one combination of MR images with a same number as the number of dimensions of the diagram among the MR images, and cause the display to display the diagram regarding the at least one combination, wherein
the processing circuitry is further configured to acquire pixel values of a region of interest in the MR images, and
the processing circuitry is further configured to determine the combination of the MR images based on a position of the region of interest.
2. The image processing apparatus according to claim 1 , wherein the processing circuitry is further configured to cause the display to display a ternary plot as the diagram.
3. The image processing apparatus according to claim 2 , wherein composition ratios of pixel values of an OGSE-ADC image, a PGSE/OGSE-ADC image, and a DW image are arranged in the ternary plot.
4. The image processing apparatus according to claim 1 , wherein, when the number of types of the MR images is greater than the number of dimensions of the diagram, the processing circuitry is further configured to determine a plurality of combinations of MR images with the same number as the number of dimensions of the diagram among the MR images, and cause the display to display the diagram regarding the determined plurality of combinations.
5. The image processing apparatus according to claim 1 , wherein the processing circuitry is further configured to normalize at least one of axes of the diagram, and cause the display to display the diagram by using the normalized axes.
6. The image processing apparatus according to claim 1 , wherein, based on a region of interest designated by an operator with respect to one of the MR images, the processing circuitry is further configured to specify a region of interest in another MR image, and acquire pixel values of the region of interest in each MR image.
7. The image processing apparatus according to claim 1 , wherein the MR images include at least three of a T2 weighted (T2W) image, a T1 weighted (T1W) image, a fluid attenuated inversion recovery (FLAIR) image, a T2*weighted (T2*W) image, an oscillating gradient spin echo (OGSE)-b0 image, an OGSE-DW (diffusion weighted) image, an OGSE-ADC image, a pulsed gradient spin echo (PGSE)-b0 image, a PGSE-DW image, a PGSE-ADC (apparent diffusion coefficient) image, an OGSE/PGSE-DW image, a PGSE/OGSE-ADC image, and a T2 map image.
8. The image processing apparatus according to claim 1 , wherein the processing circuitry is further configured to acquire the pixel values after performing processing for fitting the MR images into a standard model.
9. The image processing apparatus according to claim 1 , wherein the processing circuitry is further configured to cause the display to display a radar chart as the diagram.
10. The image processing apparatus according to claim 1 , wherein
the processing circuitry is further configured to specify a group of the values in the diagram, and
the processing circuitry is further configured to cause the display to display information indicating the specified group of the values.
11. The image processing apparatus according to claim 10 wherein the processing circuitry is further configured to cause the display to display the diagram and the MR images so that positions corresponding to the values included in the group are identifiable on the MR images.
12. The image processing apparatus according to claim 10 , wherein
the processing circuitry is further configured to acquire pixel values of a region of interest in the MR image, and
the processing circuitry is further configured to cause the display to display the diagram and the MR image so that a position, other than the region of interest corresponding to the specified group of the values, is identifiable on the MR image.
13. The image processing apparatus according to claim 10 , wherein the processing circuitry is further configured to store the diagram including the specified group of the values and the MR image in a storage device in a readable manner.
14. The image processing apparatus according to claim 10 , wherein, based on a position of the specified group of the values in the diagram, the processing circuitry is further configured to determine tissue properties at a location corresponding to the group.
15. A non-transitory computer-readable medium comprising a plurality of computer-executable instructions, wherein the plurality of instructions cause a computer to execute:
acquiring pixel values of at least three different types of magnetic resonance (MR) images;
causing a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein
when a number of types of the MR images is greater than a number of dimensions of the diagram, the causing the display to display the diagram includes determining at least one combination of MR images with a same number as the number of dimensions of the diagram among the MR images, and causing the display to display the diagram regarding the at least one combination, wherein
the acquiring pixel values includes acquiring pixel values of a region of interest in the MR images, and
the causing the display to display the diagram includes determining the combination of the MR images based on a position of the region of interest.
16. An image processing apparatus, comprising:
processing circuitry configured to
acquire pixel values of at least three different types of medical images;
cause a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein
when a number of types of the medical images is greater than a number of dimensions of the diagram, the processing circuitry is further configured to determine at least one combination of medical images with a same number as the number of dimensions of the diagram among the medical images, and cause the display to display the diagram regarding the at least one combination, wherein
the processing circuitry is further configured to acquire pixel values of a region of interest in the medical images, and
the processing circuitry is further configured to determine the combination of the medical images based on a position of the region of interest.
17. An image processing apparatus, comprising:
processing circuitry configured to
acquire pixel values of at least three different types of magnetic resonance (MR) images; and
cause a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein,
when a number of types of the MR images is greater than a number of dimensions of the diagram, the processing circuitry is further configured to determine at least one combination of MR images with a same number as the number of dimensions of the diagram among the MR images, and cause the display to display the diagram regarding the at least one combination, wherein,
based on a region of interest designated by an operator with respect to one of the MR images, the processing circuitry is further configured to specify a region of interest in another MR image and acquire pixel values of the region of interest in each MR image, and
based on a position of the region of interest, the processing circuitry is further configured to determine the combination of the MR images.
18. A non-transitory computer-readable medium comprising a plurality of computer-executable instructions, wherein the plurality of instructions cause a computer to execute:
acquiring pixel values of at least three different types of magnetic resonance (MR) images; and
causing a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein,
when a number of types of the MR images is greater than a number of dimensions of the diagram, the causing the display to display the diagram includes determining at least one combination of MR images with a same number as the number of dimensions of the diagram among the MR images, and causing the display to display the diagram regarding the at least one combination, wherein,
based on a region of interest designated by an operator with respect to one of the MR images, the acquiring pixel values includes specifying a region of interest in another MR image and acquiring pixel values of the region of interest in each MR image, and
based on a position of the region of interest, the causing the display to display the diagram includes determining the combination of the MR images.
19. An image processing apparatus comprising:
processing circuitry configured to
acquire pixel values of at least three different types of medical images; and
cause a display to display a diagram in which values based on the pixel values are arranged in a region with at least three-dimensional axes, wherein,
when a number of types of the medical images is greater than a number of dimensions of the diagram, the processing circuitry is further configured to determine at least one combination of medical images with a same number as the number of dimensions of the diagram among the medical images, and cause the display to display the diagram regarding the at least one combination, wherein,
based on a region of interest designated by an operator with respect to one of the medical images, the processing circuitry is further configured to specify a region of interest in another medical image and acquire pixel values of the region of interest in each medical image, and
based on a position of the region of interest, the processing circuitry is further configured to determine the combination of the medical images.