Systems, methods and devices for automated target volume generation
Systems and method for automatically generating structures, such as target volumes, in a treatment image using structure-guided deformation to propagate the structures from a planning image onto the subsequently acquired treatment image.
1. A radiation therapy system comprising:
a computer processing device configured to:
obtain a first image for a subject including a first set of contours, the first set of contours delineating anatomical structures of a first set, and a second set of contours, the second set of contours delineating anatomical structures of a second set, the first and second set of contours being located at respective first locations in the first image, wherein the anatomical structures in the second set include anatomical structures that affect one or more anatomical structures in the first set;
obtain a second image for the subject including the anatomical structures of the second set;
generate contours of the anatomical structures of the second set in the second image, the generated second set of contours in the second image being located at a second location, the second location being different from the first location of the second set of contours in the first image; and
apply image registration to propagate the first set of contours from the first image to the second image, the image registration being guided by the second set of contours, the second image containing, after the propagating, the second set of contours and the propagated first set of contours; and
a radiation therapy device configured to perform a treatment session on the subject based on image data of the second image including the propagated first set of contours and the second set of contours.
2. The radiation therapy system of claim 1 , wherein the computer processing device is further configured to determine a treatment plan for the treatment session based on the image data of the second image.
3. The radiation therapy system of claim 1 , wherein the computer processing device is configured to propagate the first set of contours
from the first image to the second image by applying a deformable registration algorithm that enables:
creating a first set of contours in the second image;
modifying the first set of contours in the second image based on the second set of contours in the second image;
generating one or more deformation vector fields (DVFs) based on the modifying; and
applying the one or more deformation vector fields (DVFs) to relate the first set of contours from the first image to the second image to generate the first set of contours in the second image.
4. The radiation therapy system of claim 3 , wherein the deformable registration algorithm further enables partially rigid deformations of one or more contours within the first set of contours.
5. The radiation therapy system of claim 1 , wherein the first set of contours include contours of one or more target volumes and one or more anatomical structures of interest, and the second set of contours include contours of one or more anatomical influencer structures.
6. The radiation therapy system of claim 5 , wherein the anatomical influencer structures include anatomical structures that influence one of a shape, size, or location of the one or more target volumes.