Medical image display device, method, and program
A classification unit classifies a lung region, which is included in each of two three-dimensional images having different imaging times for the same subject, into a plurality of types of case regions. A mapping image generation unit generates a plurality of mapping images corresponding to the three-dimensional images by labeling each of the classified case regions. A change calculation unit calculates the center-of-gravity position of each case region for case regions at corresponding positions in the mapping images, and calculates the movement amount and the movement direction of the center-of-gravity position between the mapping images as a change of each case region. A display control unit displays information regarding the change on a display.
1. A medical image display device, comprising:
processing circuitry configured to:
classify a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
generate a mapping image relevant to each of the case regions, which corresponds to each of the plurality of medical images, by labeling each of the case regions;
calculate a center-of-gravity position of a case region at each corresponding position for case regions at corresponding positions in the plurality of mapping images and calculate at least one of a movement amount change or a movement direction change of the center-of-gravity position between the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
display information regarding the change on a display.
2. The medical image display device according to claim 1 ,
wherein the processing circuitry is further configured to calculate, as the change, an amount of change in a size of a case region at a corresponding position in each of the plurality of mapping images.
3. A medical image display device, comprising:
processing circuitry configured to:
classify a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
generate a plurality of mapping images corresponding to the plurality of medical images by labeling each of the case regions;
calculate an amount of change in a size of a case region at each corresponding position in each of the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
display information regarding the change on a display.
4. The medical image display device according to claim 1 , wherein the processing circuitry is further configured to:
perform registration between the plurality of medical images and perform registration between the plurality of mapping images based on the registration result.
5. The medical image display device according to claim 4 ,
wherein the processing circuitry is further configured to perform designated registration among first registration for aligning a position of a medical image other than a medical image having an oldest imaging time, among the plurality of medical images, with the oldest medical image, second registration for aligning a position of a medical image other than a medical image having a latest imaging time with the latest medical image, and third registration for aligning a position of a medical image other than a designated medical image with the designated medical image.
6. The medical image display device according to claim 1 ,
wherein the processing circuitry has a discriminator that is deep-learned so as to classify the plurality of types of cases, and classifies the target region into a plurality of types of case regions using the discriminator.
7. The medical image display device according to claim 1 , further comprising:
storage for storing information regarding a change of each of the case regions for a plurality of subjects,
wherein the processing circuitry is further configured to acquire information regarding a change of each of the case regions for a subject different from a subject to be displayed from the storage, and further display the acquired information regarding the change.
8. The medical image display device according to claim 3 , wherein the processing circuitry is further configured to:
perform registration between the plurality of medical images and perform registration between the plurality of mapping images based on the registration result.
9. The medical image display device according to claim 8 ,
wherein the processing circuitry is further configured to perform designated registration among first registration for aligning a position of a medical image other than a medical image having an oldest imaging time, among the plurality of medical images, with the oldest medical image, second registration for aligning a position of a medical image other than a medical image having a latest imaging time with the latest medical image, and third registration for aligning a position of a medical image other than a designated medical image with the designated medical image.
10. The medical image display device according to claim 3
wherein the processing circuitry has a discriminator that is deep-learned so as to classify the plurality of types of cases, and classifies the target region into a plurality of types of case regions using the discriminator.
11. The medical image display device according to claim 3 , further comprising:
storage for storing information regarding a change of each of the case regions for a plurality of subjects,
wherein the processing circuitry is further configured to acquire information regarding a change of each of the case regions for a subject different from a subject to be displayed from the storage, and further display the acquired information regarding the change.
12. A medical image display method, comprising:
classifying a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
generating a mapping image relevant to each of the case regions, which corresponds to each of the plurality of medical images, by labeling each of the case regions;
calculating a center-of-gravity position of a case region at each corresponding position for case regions at corresponding positions in the plurality of mapping images and calculating at least one of a movement amount change or a movement direction change of the center-of-gravity position between the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
displaying information regarding the change on a display.
13. A medical image display method, comprising:
classifying a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
generating a plurality of mapping images corresponding to the plurality of medical images by labeling each of the case regions;
calculating an amount of change in a size of a case region at each corresponding position in each of the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
displaying information regarding the change on a display.
14. A non-transitory computer-readable storage medium that stores a medical image display program causing a computer to execute:
a step of classifying a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
a step of generating a mapping image relevant to each of the case regions, which corresponds to each of the plurality of medical images, by labeling each of the case regions;
a step of calculating a center-of-gravity position of a case region at each corresponding position for case regions at corresponding positions in the plurality of mapping images and calculating at least one of a movement amount change or a movement direction change of the center-of-gravity position between the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
a step of displaying information regarding the change on a display.
15. A non-transitory computer-readable storage medium that stores a medical image display program causing a computer to execute:
a step of classifying a target region, which is included in each of a plurality of medical images having different imaging times for the same subject, into a plurality of types of case regions;
a step of generating a plurality of mapping images corresponding to the plurality of medical images by labeling each of the case regions;
a step of calculating an amount of change in a size of a case region at each corresponding position in each of the plurality of mapping images as a change of each of the classified case regions between the plurality of mapping images; and
a step of displaying information regarding the change on a display.