Spine labeling automation
View Patent ↗Carrying forward a spine label between studies is provided. In some embodiments, a first medical image of a subject's spine is provided. With the first image at least one label identifying a feature of the spine is provided. The first medical image is displayed to a user with the at least one label. At least one change is received from the user to the at least one label, yielding at least one updated label. The at least one updated label is applied to a second medical image. A three dimensional representation of the updated label is displayed.
1. A method comprising:
providing a first medical image of a subject's spine from a first imaging study;
registering at least one feature of the subject's spine with an anatomical atlas, the anatomical atlas including a repository of images and corresponding anatomical labels, and the registration(s) including non-rigid transformations, wherein the registration(s) comprises detecting an approximate center line of the subject's spine, and seeding the registration(s) with said center line to thereby register the at least one feature of the subject's spine;
providing with the first image at least one label identifying a feature of the subject's spine, the at least one label being automatically generated based on the first image;
displaying to a user the first medical image with the at least one label;
receiving from the user at least one change to the at least one label, yielding at least one updated label;
applying the at least one updated label to a second medical image of the subject's spine from a second imaging study, the second imaging study being subsequent to the first imaging study; and
displaying a three dimensional representation of the updated label.
2. The method of claim 1 , wherein the first image has a first view, and the second image has a second view.
3. The method of claim 2 , wherein each of the first and second views is axial, sagittal, or coronal.
4. The method of claim 1 , further comprising storing the updated label.
5. The method of claim 4 , wherein the updated label is stored in a 3 dimensional representation.
6. The method of claim 1 , further comprising registering the updated label to the second image.
7. The method of claim 6 , wherein the registration is non-rigid.
8. The method of claim 1 , wherein the at least one label corresponds to at least one vertebra of the spine.
9. The method of claim 1 , wherein the first image originates from a first modality and the second image originates from a second modality.
10. A computer program product for spine labeling, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform a method comprising:
providing a first medical image of a subject's spine from a first imaging study;
registering at least one feature of the subject's spine with an anatomical atlas, the anatomical atlas including a repository of images and corresponding anatomical labels, and the registration(s) including non-rigid transformations, wherein the registration(s) comprises detecting an approximate center line of the subject's spine, and seeding the registration(s) with said center line to thereby register the at least one feature of the subject's spine;
providing with the first image at least one label identifying a feature of the subject's spine, the at least one label being automatically generated based on the first image;
displaying to a user the first medical image with the at least one label;
receiving from the user at least one change to the at least one label, yielding at least one updated label;
applying the at least one updated label to a second medical image of the subject's spine from a second imaging study, the second imaging study being subsequent to the first imaging study; and
displaying a three dimensional representation of the updated label.
11. The computer program product of claim 10 , wherein the first image has a first view, and the second image has a second view.
12. The computer program product of claim 11 , wherein each of the first and second views is axial, sagittal, or coronal.
13. The computer program product of claim 10 , further comprising registering the updated label to the second image.
14. The computer program product of claim 13 , wherein the registration is non-rigid.
15. The computer program product of claim 10 , wherein the at least one label corresponds to at least one vertebra of the spine.
16. The computer program of claim 10 , wherein the first image originates from a first modality and the second image originates from a second modality.