DECISION SUPPORT TOOL FOR ADAPTIVE RADIOTHERAPY IN CT/LINAC CONSOLE
A radiation therapy delivery device console ( 50 ) controls a radiation therapy delivery device ( 36 ) and an imaging device ( 40, 42 ), and further performs adaptive radiotherapy (ART) recommendation as follows. The imaging device is controlled to acquire a current image ( 44 ) of a patient. At least one perturbation of the current image is determined compared with a radiation therapy planning image ( 1 ) from which a radiation therapy plan ( 22 ) for the patient has been generated. An ART recommendation score is computed, indicating whether ART should be performed, based on the determined at least one perturbation. A recommendation is displayed as to whether ART should be performed based on the computed ART recommendation score, or an alarm is displayed conditional upon the computed ART recommendation score satisfying an ART recommendation criterion.
1 . A non-transitory storage medium storing instructions readable and executable by a console including a display, at least one user input device, and an electronic processor to perform a method comprising:
determining at least one perturbation of a current image compared with a radiation therapy planning image used to generate a radiation therapy plan;
computing an adaptive radiotherapy recommendation score indicating whether adaptive radiotherapy should be performed by operations including applying a radiation therapy plan-specific perturbation model that is specific to the radiation therapy plan and is functionally dependent on the determined at least one perturbation; and
displaying, on the display of the console, one of (i) a recommendation as to whether adaptive radiotherapy should be performed based on the computed adaptive radiotherapy recommendation score and (ii) an alarm conditional upon the computed adaptive radiotherapy recommendation score satisfying an ART recommendation criterion.
2 . The non-transitory storage medium of claim 1 wherein the radiation therapy plan-specific perturbation model is further functionally dependent on a number of remaining fractions of a fractionated radiation therapy regimen.
3 . The non-transitory storage medium of claim 1 wherein:
the at least one perturbation comprises a plurality of different perturbations, and
the radiation therapy plan-specific perturbation model comprises a plurality of radiation therapy plan-specific perturbation models corresponding to the plurality of different perturbations, and
the adaptive radiotherapy recommendation score is computed as the score output by the plurality of radiation therapy plan-specific perturbation models that most strongly indicates that adaptive radiotherapy should be performed.
4 . The non-transitory storage medium of claim 1 wherein:
the at least one perturbation comprises a plurality of different perturbations, and
the radiation therapy plan-specific perturbation model comprises a plurality of radiation therapy plan-specific perturbation models corresponding to the plurality of different perturbations, and
the displaying comprises displaying a plurality of recommendations as to whether adaptive radiotherapy should be performed based on the computed adaptive radiotherapy recommendation scores output by the plurality of radiation therapy plan-specific perturbation models, with each displayed recommendation being displayed associated with the corresponding perturbation.
5 . The non-transitory storage medium of claim 1 wherein the determining and the computing are performed automatically without being based on input received via the at least one user input device ( 54 , 55 ) and the displaying comprises displaying said alarm conditional upon the computed adaptive radiotherapy recommendation score satisfying said ART recommendation criterion.
6 . The non-transitory storage medium of claim 1 wherein the at least one perturbation includes a combined perturbation comprising two or more individual perturbations.
7 . The non-transitory storage medium of claim 1 wherein the determining of at least one perturbation of the current image compared with the radiation therapy planning image includes:
spatially registering the current image and the radiation therapy planning image;
contouring at least one feature in the current image; and
determining said at least one perturbation as a change in the at least one feature contoured in the current image compared with the at least one feature contoured in the spatially registered radiation therapy planning image.
8 . The non-transitory storage medium of claim 1 wherein the computing of the adaptive radiotherapy recommendation score indicating whether adaptive radiotherapy should be performed does not include simulating a dose distribution in a patient as represented by the current image.
9 . The non-transitory storage medium of claim 8 wherein the method further includes:
receiving, via the at least one user input device of the console, an indication to not perform adaptive radiotherapy; and
subsequent to receiving the indication to not perform adaptive radiotherapy, operating a radiation therapy delivery device operatively connected with the console to deliver therapeutic radiation to a patient in accord with the radiation therapy plan.
10 . The non-transitory storage medium of claim 8 wherein the method further includes:
receiving, via the at least one user input device of the console, an indication to perform adaptive radiotherapy and in response transmitting the current image to a Treatment Planning System (TPS) and receiving from the TPS an adapted update of the radiation therapy plan; and
operating a radiation therapy delivery device operatively connected with the console to deliver therapeutic radiation to a patient in accord with the adapted update of the radiation therapy plan;
wherein the method does not include performing adaptive radiotherapy.
11 . A console comprising:
a display;
at least one user input device;
an electronic processor; and
a non-transitory storage medium storing instructions readable and executable by the electronic processor to control a radiation therapy delivery device operatively connected with the console and to perform a method including:
receiving a current image of a patient;
determining at least one perturbation of the current image compared with a radiation therapy planning image from which a radiation therapy plan for the patient has been generated;
computing an adaptive radiotherapy recommendation score indicating whether adaptive radiotherapy should be performed based on the determined at least one perturbation; and
displaying, on the display, one of (i) a recommendation as to whether adaptive radiotherapy should be performed based on the computed adaptive radiotherapy recommendation score and (ii) an alarm conditional upon the computed adaptive radiotherapy recommendation score satisfying an ART recommendation criterion.
12 . The console of claim 11 wherein the adaptive radiotherapy recommendation score is computed by operations including applying a radiation therapy plan-specific perturbation model that is specific to the radiation therapy plan for the patient and is functionally dependent on the determined at least one perturbation.
13 . The console of claim 12 wherein the radiation therapy plan-specific perturbation model ( 30 ) is further functionally dependent on a number of remaining fractions of a fractionated radiation therapy regimen of the patient.
14 . The console of claim 11 wherein:
the at least one perturbation comprises a plurality of different perturbations, and
the computing of the adaptive radiotherapy recommendation score includes computing an adaptive radiotherapy recommendation score for each perturbation of the plurality of different perturbations.
15 . The console of claim 11 wherein the determining of at least one perturbation of the current image compared with the radiation therapy planning image includes:
spatially registering the current image and the radiation therapy planning image;
contouring at least one feature in the current image; and
determining said at least one perturbation as a change in the at least one feature contoured in the current image compared with the at least one feature contoured in the spatially registered radiation therapy planning image.
16 . The console of claim 11 wherein the method further includes, after the displaying:
receiving, via the at least one user input device, a decision as to whether to perform adaptive radiotherapy;
conditional upon the decision being to not perform adaptive radiotherapy, controlling the radiation therapy delivery device to deliver therapeutic radiation to the patient in accord with the radiation therapy plan; and
conditional upon the decision being to perform adaptive radiotherapy, transmitting the current image to a Treatment Planning System (TPS) and receiving from the TPS an adapted update of the radiation therapy plan and controlling the radiation therapy delivery device to deliver therapeutic radiation to the patient in accord with the adapted update of the radiation therapy plan.
17 . The console of claim 11 wherein the display comprises a mobile device display of a cellphone or tablet computer and the at least one user input device comprises at least one input of the cellphone or tablet computer.
18 . A radiation therapy delivery system comprising:
a radiation therapy delivery device configured to deliver therapeutic radiation to a patient disposed on a patient support;
an imaging device configured to image the patient disposed on the patient support of the radiation therapy delivery device; and
a console as set forth in claim 17 operatively connected to control the radiation therapy delivery device and to control the imaging device.
19 . The console or radiation therapy delivery system of claim 11 wherein the radiation therapy delivery device comprises a linear accelerator (linac) and the imaging device comprises a computed tomography (CT) scanner.
20 . An adaptive radiotherapy recommendation method comprising:
determining at least one perturbation of a current image of a patient compared with a radiation therapy planning image of the patient from which a radiation therapy plan for the patient has been generated;
computing an adaptive radiotherapy recommendation score indicating whether adaptive radiotherapy should be performed based on the determined at least one perturbation and without simulating a dose distribution in the patient as represented by the current image; and
controlling a display to present one of (i) a recommendation as to whether adaptive radiotherapy should be performed based on the computed adaptive radiotherapy recommendation score and (ii) an alarm conditional upon the computed adaptive radiotherapy recommendation score satisfying an ART recommendation criterion;
wherein the adaptive radiotherapy recommendation method is performed by an electronic processor.
21 . The adaptive radiotherapy recommendation method of claim 20 wherein the adaptive radiotherapy recommendation score is computed by operations including applying a radiation therapy plan-specific perturbation model that is specific to the radiation therapy plan for the patient and is functionally dependent on the determined at least one perturbation.
22 . The adaptive radiotherapy recommendation method of claim 20 further comprising:
receiving a decision via a user input device as to whether to perform adaptive radiotherapy in response to the presentation of the recommendation; and
responsive to the decision being to perform adaptive radiotherapy, transmitting the current image to a Treatment Planning System (TPS) and receiving from the TPS an adapted update of the radiation therapy plan;
wherein the processor that performs the adaptive radiotherapy recommendation method is not a component of the TPS.