MRI-based motion monitoring and gating for radiotherapy
There are provided systems, methods and radiotherapy devices for monitoring the position of a subject during radiotherapy, which comprise obtaining an MR image slice of a subject that exhibits through-plane distortion, obtaining a pre-treatment image slice of the subject that corresponds to the MR image slice and exhibits through-plane distortion that corresponds to the through-plane distortion of the MR image slice, and comparing the MR image slice with the corresponding pre-treatment image slice.
1 . A computer-implemented method for monitoring a position of a subject during a radiotherapy, the computer-implemented method comprising:
obtaining a magnetic resonance (MR) image slice of a subject, wherein the MR image slice of the subject exhibits a through-plane distortion;
obtaining a pre-treatment image slice of the subject, wherein the pre-treatment image slice of the subject corresponds to the MR image slice of the subject and exhibits a through-plane distortion that corresponds to the through-plane distortion of the MR image slice of the subject; and
comparing the MR image slice of the subject with the corresponding pre-treatment image slice of the subject.
2 . The computer-implemented method of claim 1 , wherein the MR image slice of the subject has an in-plane distortion-correction.
3 . The computer-implemented method of claim 1 , further comprising:
applying an in-plane distortion correction to the MR image slice of the subject.
4 . The computer-implemented method of claim 1 , wherein the pre-treatment image slice of the subject has an in-plane distortion correction.
5 . The computer-implemented method of claim 1 , wherein the pre-treatment image slice of the subject is extracted from a three-dimensional (3D) pre-treatment image that is 3D distortion corrected, and wherein obtaining the pre-treatment image slice of the subject exhibiting the through-plane distortion comprises:
calculating, based on a location of the MR image slice of the subject and one or more magnetic fields used to generate the MR image slice of the subject, a through-plane distortion vector field, wherein the through-plane distortion vector field represents a magnitude of the through-plane distortion at each point in the MR image slice of the subject; and
extracting, from the 3D pre-treatment image, the pre-treatment image slice of the subject using the through-plane distortion vector field.
6 . The computer-implemented method of claim 1 , wherein the pre-treatment image slice of the subject is extracted from a three-dimensional (3D) pre-treatment image that is 3D distortion corrected, and wherein obtaining the pre-treatment image slice of the subject exhibiting the through-plane distortion comprises:
applying an inverse through-plane distortion correction to the 3D pre-treatment image to obtain a 3D pre-treatment image that is in-plane distortion corrected and exhibits the through-plane distortion; and
extracting, from the 3D pre-treatment image exhibiting the through-plane distortion, the pre-treatment image slice of the subject.
7 . The computer-implemented method of claim 1 , further comprising:
extracting, from the pre-treatment image slice of the subject, one or more contour details indicating one or more substructures of the subject; and
displaying, on a display, the MR image slice of the subject and the one or more contour details extracted from the corresponding pre-treatment image slice of the subject superimposed over the MR image slice of the subject.
8 . The computer-implemented method of claim 1 , further comprising:
updating a radiotherapy treatment plan based on a comparison between the MR image slice of the subject and the pre-treatment image slice of the subject.
9 . The computer-implemented method of claim 1 , wherein comparing the MR image slice of the subject with the pre-treatment image slice of the subject comprises generating an anatomical position monitoring signal based on a geometrical transformation between the MR image slice of the subject and the pre-treatment image slice of the subject.
10 . The computer-implemented method of claim 9 , further comprising:
controlling a radiation source of a radiotherapy apparatus based on the anatomical position monitoring signal.
11 . The computer-implemented method of claim 10 , wherein the anatomical position monitoring signal is a beam gating control signal configured to gate a radiotherapy beam generated by the radiation source.
12 . A non-transitory computer readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to:
obtain a magnetic resonance (MR) image slice of a subject, wherein the MR image slice of the subject exhibits a through-plane distortion;
obtain a pre-treatment image slice of the subject, wherein the pre-treatment image slice of the subject corresponds to the MR image slice of the subject and exhibits a through-plane distortion that corresponds to the through-plane distortion of the MR image slice of the subject; and
compare the MR image slice of the subject with the corresponding pre-treatment image slice of the subject.
13 . The non-transitory computer readable medium of claim 12 , wherein the instructions further cause the one or more processor to:
apply an in-plane distortion correction to the MR image slice of the subject.
14 . The non-transitory computer readable medium of claim 12 , wherein the pre-treatment image slice of the subject is extracted from a three-dimensional (3D) pre-treatment image that is 3D distortion corrected, and wherein obtaining the pre-treatment image slice of the subject exhibiting the through-plane distortion comprises:
calculating, based on a location of the MR image slice of the subject and one or more magnetic fields used to generate the MR image slice of the subject, a through-plane distortion vector field, wherein the through-plane distortion vector field represents a magnitude of the through-plane distortion at each point in the MR image slice of the subject; and
extracting, from the 3D pre-treatment image, the pre-treatment image slice of the subject using the through-plane distortion vector field.
15 . A radiotherapy device comprising:
a radiation source configured to generate a radiotherapy beam for irradiating a subject;
a magnetic resonance (MR) imaging apparatus configured to generate one or more MR image slices of the subject; and
a controller communicatively coupled to the radiation source and the MR imaging apparatus, wherein the controller is configured to:
obtain, using the MR imaging apparatus, an MR image slice of the subject, wherein the MR image slice of the subject exhibits a through-plane distortion;
obtain a pre-treatment image slice of the subject, wherein the pre-treatment image slice of the subject corresponds to the MR image slice of the subject and exhibits a through-plane distortion that corresponds to the through-plane distortion of the MR image slice of the subject; and
compare the MR image slice of the subject with the corresponding pre-treatment image slice of the subject.
16 . The radiotherapy device of claim 15 , wherein the controller is further configured to:
apply an in-plane distortion correction to the MR image slice of the subject.
17 . The radiotherapy device of claim 15 , wherein the pre-treatment image slice of the subject is extracted from a three-dimensional (3D) pre-treatment image that is 3D distortion corrected, and wherein the controller is configured to obtain the pre-treatment image slice of the subject by:
calculating, based on a location of the MR image slice of the subject and one or more magnetic fields used to generate the MR image slice of the subject, a through-plane distortion vector field, wherein the through-plane distortion vector field represents a magnitude of the through-plane distortion at each point in the MR image slice of the subject; and
extracting, from the 3D pre-treatment image, the pre-treatment image slice of the subject using the through-plane distortion vector field.
18 . The radiotherapy device of claim 15 , wherein pre-treatment image slice of the subject is extracted from a three-dimensional (3D) pre-treatment image that is 3D distortion corrected, and wherein the controller is configured to obtain the pre-treatment image slice of the subject by:
applying an inverse through-plane distortion correction to the 3D pre-treatment image to obtain a 3D pre-treatment image that is in-plane distortion corrected and exhibits the through-plane distortion; and
extracting, from the 3D pre-treatment image exhibiting the through-plane distortion, the pre-treatment slice of the subject.
19 . The radiotherapy device of claim 15 , wherein the controller is further configured to:
extracting, from the pre-treatment image slice of the subject, one or more contour details indicating one or more substructures of the subject; and
displaying, on a display, the MR image slice of the subject and the one or more contour details extracted from the corresponding pre-treatment image slice of the subject superimposed over the MR image slice of the subject.
20 . The radiotherapy device of claim 15 , wherein the controller is further configured to:
update a radiotherapy treatment plan based on a comparison between the MR image slice of the subject and the pre-treatment image slice of the subject.
21 . The radiotherapy device of claim 15 , wherein the controller is configured to compare the MR image slice of the subject with the pre-treatment image slice of the subject by:
generating an anatomical position monitoring signal based on a geometrical transformation between the MR image slice of the subject and the pre-treatment image slice of the subject.
22 . The radiotherapy device of claim 15 , wherein the controller is further configured to:
control a radiation source based on an anatomical position monitoring signal, wherein the anatomical position monitoring signal is a beam gating control signal configured to gate a radiotherapy beam generated by the radiation source.