Tracking during radiation treatment using ultrasound imaging
Systems and methods for tracking a target volume, e.g., tumor, during radiation treatment are provided. Under one aspect, a system includes an ultrasound probe, an x-ray imager, a processor, and a computer-readable medium that stores a 3D image of the tumor in a first reference frame and instructions to cause the processor to: instruct the x-ray imager and ultrasound probe to substantially simultaneously obtain inherently registered x-ray and set-up ultrasound images of the tumor in a second reference frame; establish a transformation between the first and second reference frames by registering the 3D image and the x-ray image; instruct the ultrasound probe to obtain an intrafraction ultrasound image of the tumor; registering the intrafraction ultrasound image with the set-up ultrasound image; and track target volume motion based on the registered intrafraction ultrasound image.
1. A system comprising:
an ultrasound probe to obtain ultrasound images of an anatomy of interest of a patient;
a non-ultrasound imaging modality to obtain at least one non-ultrasound image of the anatomy of interest of the patient; and
a controller in operable communication with the ultrasound probe and the non-ultrasound imaging modality, the controller comprising a processor and a computer-readable medium, the computer-readable medium to store a pre-acquired 3D image of the anatomy of interest in a first reference frame, and further to store instructions to cause the processor to perform the following operations comprising:
obtain a non-ultrasound image of the anatomy of interest of the patient in a second reference frame;
obtain, using the ultrasound probe, a set-up ultrasound image of the anatomy of interest substantially simultaneously as the non-ultrasound image is obtained;
establish a transformation between the first and second reference frames by registering the pre-acquired 3D image and the non-ultrasound image;
instruct the ultrasound probe to obtain a first intrafraction ultrasound image of the anatomy of interest;
obtain the first intrafraction ultrasound image and additional intrafraction ultrasound images;
register the first intrafraction ultrasound image with the set-up ultrasound image of the anatomy of interest of the patient; and
track a motion of the anatomy of interest based on the registered first intrafraction ultrasound image and the additional intrafraction ultrasound images.
2. The system of claim 1 , wherein the set-up ultrasound image is in the second reference frame and wherein there is a known registration transformation relating the set-up ultrasound image to the non-ultrasound image.
3. The system of claim 1 , wherein the non-ultrasound imaging modality is a CT imaging system, the non-ultrasound image of the target is a CT image, and the transformation between the first and second reference frames is obtained by registering the CT image with the pre-acquired 3D image.
4. The system of claim 1 , wherein the non-ultrasound imaging modality is an x-ray imaging system, the at least one non-ultrasound image of the target is an x-ray image, and the transformation between the first and second reference frames is obtained by registering the x-ray image with a DRR obtained from the pre-treatment 3D image.
5. The system of claim 4 , wherein the x-ray imaging system is a stereoscopic x-ray system, and the x-ray image is a stereoscopic pair of x-ray images.
6. The system of claim 5 , wherein the stereoscopic pair of x-ray images contain at least one of position information or orientation information about the ultrasound probe, and wherein the computer-readable medium to store instructions to cause the processor to establish a position and orientation of the ultrasound probe in the second reference frame based on the at least one of the position information or orientation information about the probe in the stereoscopic pair of x-ray images.
7. The system of claim 1 , wherein at least one implanted fudicial is visible in the set-up ultrasound image and the non-ultrasound, and wherein the computer-readable medium to store instructions to cause the processor to register the intrafraction ultrasound image and the set-up ultrasound image to the non-ultrasound image based on the at least one fiducial marker being visible in the set-up ultrasound image and the non-ultrasound image.
8. The system of claim 1 , further comprising markers affixed to the ultrasound probe and a tracking device to detect positional information about the markers, and wherein the computer-readable medium to store instructions to cause the processor to establish a position and orientation of the ultrasound probe in the second reference frame based on the positional information about the markers detected by the tracking device and to establish a position and orientation of the set-up ultrasound image in the second reference frame based on the identified position and orientation.
9. The system of claim 1 , further comprising a linear accelerator (LINAC) in operable communication with the controller to irradiate a target associated with the anatomy of interest based on the track of the motion.
10. The system of claim 9 , wherein the LINAC is mounted to a gantry.
11. The system of claim 9 , wherein the LINAC is mounted on a robotic arm.
12. The system of claim 9 , wherein the computer-readable medium to store instructions to cause the processor to adjust a position and orientation of the LINAC based on the motion of the anatomy of interest.
13. The system of claim 9 , wherein the computer-readable medium stores instructions for causing the processor to adjust a position and orientation of a patient treatment couch relative to the LINAC based on the identified movement of the anatomy of interest.
14. The system of claim 9 , wherein the computer-readable medium stores instructions to cause the processor to instruct the LINAC to enable or disable the treatment beam based on the identified movement of the anatomy of interest.
15. The system of claim 1 , wherein the 3D planning image comprises a CT image.
16. A method, comprising:
obtaining ultrasound images of an anatomy of interest of a patient;
obtaining a pre-acquired 3D image of the anatomy of interest in a first reference frame;
obtaining a non-ultrasound image of the anatomy of interest in a second reference frame;
obtaining a set-up ultrasound image of the anatomy of interest of the patient substantially simultaneously as the non-ultrasound image is obtained;
establishing a transformation between the first and second reference frames by registering the pre-acquired 3D image and the non-ultrasound image;
obtaining a first intrafraction ultrasound image and additional intrafraction ultrasound images;
registering the first intrafraction ultrasound image with the set-up ultrasound image of the patient; and
tracking a motion of the anatomy of interest based on the registering of the first intrafraction ultrasound image and the additional intrafraction ultrasound images.
17. The method of claim 16 , wherein the set-up ultrasound image is in the second reference frame and wherein there is a known registration transformation relating the set-up ultrasound image to the non-ultrasound image.
18. The method of claim 16 , wherein the non-ultrasound image of the target is a CT image, and the transformation between the first and second reference frames is obtained by registering the CT image with the pre-acquired 3D image.
19. The method of claim 16 , wherein the at least one non-ultrasound image of the target is an x-ray image, and the transformation between the first and second reference frames is obtained by registering the x-ray image with a DRR obtained from the pre-treatment 3D image.
20. The method of claim 19 , wherein the x-ray imaging system is a stereoscopic x-ray system, and the x-ray image is a stereoscopic pair of x-ray images.
21. A method, comprising:
obtaining ultrasound images of an anatomy of interest of a patient;
obtaining a pre-acquired 3D image of the anatomy of interest in a first reference frame;
obtaining a non-ultrasound image of the anatomy of interest in a second reference frame;
obtaining a set-up ultrasound image of the anatomy of interest of the patient substantially simultaneously as the non-ultrasound image is obtained;
establishing a transformation between the first and second reference frames by registering the pre-acquired 3D image and the non-ultrasound image;
obtaining a first intrafraction ultrasound image and additional intrafraction ultrasound images;
registering the first intrafraction ultrasound image with the set-up ultrasound image of the patient;
tracking a motion of the anatomy of interest based on the registering of the first intrafraction ultrasound image and the additional intrafraction ultrasound images; and
adjusting a position and orientation of a linear accelerator based on the tracking of motion of the anatomy of interest to deliver radiation to a target of the patient.