Systems and methods for real-time tumor tracking during radiation treatment using ultrasound imaging
View Patent ↗Systems and methods for tracking a target volume, e.g., tumor, in real-time 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 for causing 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 for tracking an anatomy of interest, the system comprising:
an ultrasound probe configured to obtain ultrasound images of the anatomy of interest;
a non-ultrasound imaging modality configured to obtain at least one non-ultrasound image of the anatomy of interest, wherein the non-ultrasound imaging modality is an x-ray imaging system and the non-ultrasound image is an x-ray image; 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 storing a pre-acquired 3D image of the anatomy of interest in a first reference frame, and further storing instructions to cause the processor to perform the following operations:
obtaining the non-ultrasound image of the anatomy of interest in a second reference frame;
obtaining, using the ultrasound probe, a set-up ultrasound image of the anatomy of interest substantially simultaneously as the non-ultrasound image is obtained, wherein a plurality of implanted fiducials are visible in the set-up ultrasound image and the non-ultrasound image;
establishing a transformation between the first and second reference frames by registering the pre-acquired 3D image and the non-ultrasound image, wherein the transformation between the first and second reference frames is obtained by registering the x-ray image with a DRR obtained from the pre-acquired 3D image;
instructing the ultrasound probe to obtain a first intrafraction ultrasound image of the anatomy of interest;
obtaining the first intrafraction ultrasound image and additional intrafraction ultrasound images;
registering the first intrafraction ultrasound image with the set-up ultrasound image;
registering the first intrafraction ultrasound image and the set-up ultrasound image to the non-ultrasound image based on the fiducial markers being visible in the set-up ultrasound image and the non-ultrasound image; and
tracking the anatomy of interest motion 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 with a known registration transformation relating the set-up ultrasound image to the non-ultrasound image.
3. The system of claim 1 , wherein the x-ray imaging system is a stereoscopic x-ray system, and the at least one x-ray image comprises a stereoscopic pair of x-ray images.
4. The system of claim 3 , wherein the stereoscopic pair of x-ray images contain position and orientation information about the ultrasound probe, and wherein the computer-readable medium stores instructions to cause the processor to establish the position and orientation of the ultrasound probe in the second reference frame based on the position and orientation information about the probe in the stereoscopic pair of x-ray images.
5. The system of claim 1 , further comprising a linear accelerator (LINAC) configured to irradiate a tumor associated with the anatomy of interest.
6. The system of claim 5 , wherein the LINAC is mounted to a gantry.
7. The system of claim 5 , wherein the LINAC is mounted on a robotic arm.
8. The system of claim 5 , wherein the computer-readable medium stores instructions to cause the processor to adjust a position and orientation of the LINAC based on the anatomy of interest motion.
9. The system of claim 5 , wherein the computer-readable medium stores instructions to cause 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.
10. The system of claim 5 , 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.
11. The system of claim 1 , wherein the 3D planning image comprises a CT image.