MEDICAL IMAGE PROCESSING APPARATUS, METHOD, AND STORAGE MEDIUM
A medical image processing apparatus according to an embodiment includes processing circuitry. The processing circuitry is configured to obtain a graph of an index value related to a blood flow based on a CT image and a graph of an index value related to the blood flow based on an angiography image. On the basis of shapes of the graphs of the index values related to the blood flow, the processing circuitry is configured to determine a target position for performing a position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image. On the basis of the target position, the processing circuitry is configured to perform the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image.
1 . A medical image processing apparatus comprising:
processing circuitry configured to
obtain a graph of an index value related to a blood flow based on a Computed Tomography (CT) image and a graph of an index value related to the blood flow based on an angiography image;
determine, on a basis of shapes of the graphs of the index values related to the blood flow, a target position for performing a position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image; and
perform, on a basis of the target position, the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image.
2 . The medical image processing apparatus according to claim 1 , wherein the processing circuitry is configured to
obtain the index value related to the blood flow in each of various positions in a blood vessel rendered in the CT image and the index value related to the blood flow in each of the various positions in the blood vessel rendered in the angiography image, and
determine the target position on a basis of a difference between the index values related to the blood flow with respect to each of the various positions in the blood vessel rendered in the CT image.
3 . The medical image processing apparatus according to claim 2 , wherein the processing circuitry is configured to
determine the target position with respect to each of blood vessel branches of the blood vessel, and perform, with respect to each of the blood vessel branches, the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image.
4 . The medical image processing apparatus according to claim 1 , wherein the processing circuitry is configured to obtain, as for the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image, the graphs calculated in a substantially same cardiac phase as each other, and perform the position alignment between the graphs calculated in substantially the same cardiac phase as each other.
5 . The medical image processing apparatus according to claim 2 , wherein the processing circuitry is configured to specify a blood vessel position corresponding to the target position in the blood vessel, and perform the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image, by performing the position alignment at a feature point in a vicinity of the blood vessel position.
6 . The medical image processing apparatus according to claim 2 , wherein the processing circuitry is configured to perform the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image, by performing the position alignment at a feature point in a vicinity of the target position in the graphs.
7 . The medical image processing apparatus according to claim 1 , wherein the processing circuitry is configured to display, in a superimposed manner, the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image on which the position alignment has been performed.
8 . The medical image processing apparatus according to claim 7 , wherein, together with the graphs displayed in the superimposed manner, the processing circuitry is configured to further display information about a precision level of the position alignment.
9 . The medical image processing apparatus according to claim 7 , wherein the processing circuitry is configured to display the graphs so as to be kept in correspondence with a position of a blood vessel in a display image rendering the blood vessel.
10 . The medical image processing apparatus according to claim 7 , wherein the processing circuitry is configured to display, in a superimposed manner, a graph of the index value related to the blood flow based on a CT image acquired pre-surgery; a graph of the index value related to a post-surgery blood flow estimated by using the CT image acquired pre-surgery; a graph of the index value related to the blood flow based on an angiography image acquired pre-surgery; and a graph of the index value related to the blood flow based on an angiography image acquired post-surgery.
11 . The medical image processing apparatus according to claim 10 , wherein the processing circuitry is configured to display an alert in accordance with a result of comparing two or more of the graphs.
12 . The medical image processing apparatus according to claim 11 , wherein the processing circuitry is configured to display an alert, in accordance with the result of the comparison made in a range being set in the graphs of the index values related to the blood flow on the basis of target position.
13 . The medical image processing apparatus according to claim 1 , wherein the processing circuitry is configured to
determine, on a basis of the shape of the graph of the index value related to the blood flow based on the CT image, the target position in a blood vessel rendered in the CT image, and
calculate, on a basis of the target position in the blood vessel, an acquisition direction of the angiography image with respect to the blood vessel.
14 . The medical image processing apparatus according to claim 13 , wherein the processing circuitry is configured to
determine, in the blood vessel, a plurality of target positions including the target position, and
calculate the acquisition direction of the angiography image with respect to each of the plurality of target positions.
15 . The medical image processing apparatus according to claim 1 , wherein, when calculating the index value related to the blood flow based on the CT image and the index value related to the blood flow based on the angiography image, the processing circuitry is configured to obtain graphs of the index values calculated under calculation conditions matching each other.
16 . The medical image processing apparatus according to claim 15 , wherein the processing circuitry is configured to obtain the graph of the index value related to the blood flow based on the angiography image, the index value being calculated under the calculation condition matching that of the index value related to the blood flow based on the CT image.
17 . The medical image processing apparatus according to claim 15 , wherein the processing circuitry is configured to obtain the graph of the index value related to the blood flow based on the CT image, the index value being calculated by using the calculation condition being set on a basis of the angiography image.
18 . A medical image processing method comprising:
obtaining a graph of an index value related to a blood flow based on a Computed Tomography (CT) image and a graph of an index value related to the blood flow based on an angiography image;
determining, on a basis of shapes of the graphs of the index values related to the blood flow, a target position for performing a position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image; and
performing, on a basis of the target position, the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image.
19 . A storage medium storing therein, in a non-transitory manner, a program that causes a computer to execute:
obtaining a graph of an index value related to a blood flow based on a Computed Tomography (CT) image and a graph of an index value related to the blood flow based on an angiography image;
determining, on a basis of shapes of the graphs of the index values related to the blood flow, a target position for performing a position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image; and
performing, on a basis of the target position, the position alignment between the graph of the index value related to the blood flow based on the CT image and the graph of the index value related to the blood flow based on the angiography image.