Improving symmetry in brain scans
A symmetric model representing anatomical structures of the brain is adapted to a brain scan image with a transform. First and second points provided on first and second hemispheres of the brain image and a patient-specific symmetric anatomical model of the brain is computed based on the transformation.
1. A method for reducing structural anatomical asymmetry in a brain scan image, comprising:
obtaining the brain scan image having asymmetry;
adapting a symmetric shape-based model to the brain scan image, wherein the symmetric shape-based brain model represents surfaces of anatomical sub-structures in the brain as an adaptive mesh including a plurality of corresponding vertex pairs, each corresponding vertex pair including corresponding vertices in first and second hemispheres of the brain, to generate an adapted mesh comprising a set of adapted vertex pairs V 1 , V 2 ;
fitting a mid-plane to the adapted mesh, the mid-plane being positioned and oriented to minimize a sum of a squared distance between the corresponding first and second hemisphere adapted vertex pairs V 1 , V 2 ; and
computing a patient-specific symmetric anatomical model of the brain by making the corresponding adapted vertices V 1 and V 2 of the vertex pairs V 1 , V 2 of the adapted mesh symmetric about the mid-plane to generate the patient-specific symmetric anatomical model of the brain with symmetric vertex pairs V 1 ′and V 2 ′.
2. The method of claim 1 , wherein the fitted mid-plane is offset from a longitudinal fissure of the brain shown in the brain scan image.
3. The method of claim 1 , wherein the symmetric model is one of two-dimensional, three-dimensioned and four-dimensional.
4. A system for reducing structural anatomical asymmetry in a brain scan image obtained of a patient, the system comprising:
a processor configured to:
adapt a symmetric shape-based model to a brain scan image, wherein the symmetric shape-based model represents surfaces of anatomical sub-structures in a brain as an adaptive mesh, wherein the symmetric shape-based model comprises a plurality of corresponding vertex pairs;
fit a mid-plane to the adapted symmetric shape-based model, the mid-plane being positioned and oriented to minimize a sum of squared distances between the corresponding vertex pairs of the adapted symmetric shape-based model;
compute a patient-specific symmetric anatomical model of the brain by making the corresponding vertex pairs of the adapted symmetric shape-based model symmetric about the mid-plane.
5. The system of claim 4 , wherein the adapted symmetric shape-based model is an adapted symmetric three-dimensional model.
6. The system of claim 4 , wherein the mid-plane is offset from a plane housing a longitudinal fissure of the brain.
7. The system of claim 4 , wherein the symmetric shape-based model depicts only sub-cordical brain structures.
8. The system of claim 4 , wherein the processor is further configured to:
determine a transform between the symmetric shape-based model and the patient-specific anatomical model.
9. The system of claim 8 , further including:
a display configured to display at least the brain scan image, the patient-specific symmetric anatomical model, and the brain scan image adjusted in accordance with the patient-specific model.
10. The system of claim 4 , wherein the processor is further configured to:
transform the brain scan image to a coordinate system of the symmetric shape-based model to generate a symmetric brain image.
11. A system for reducing structural anatomical asymmetry in a brain scan image of a patient, the system comprising:
a processor configured to:
receive the brain scan image and a symmetric shape-based brain model, the symmetric shape-based brain model representing at least sub-cordical brain structures,
adapt the symmetric shape-based brain model to corresponding brain structures of the brain scan image,
fit a mid-sagittal plane to the adapted shape-based brain model,
based on the adapted shape-based brain model and the first mid-sagittal plane, forming a patient specific brain model,
deriving a transform between the patient specific brain model and the symmetric shape-based brain model,
with the transform, converting the brain scan image to a symmetric brain image; and
a display configured to selectively display the brain scan image and the symmetric brain image;
wherein the symmetric shape-based brain model represents surfaces of anatomical substructures in a brain as an adaptive mesh including a plurality of corresponding vertex pairs, the vertices of each pair being disposed in different hemispheres of the brain, and wherein the processor is further configured to fit the mid-sagittal plane to the adapted shape-based brain model by positioning and orienting the mid-sagittal plane to minimize a sum of square distances between the mid-sagittal plane and the corresponding vertex pairs.
12. The system of claim 11 , wherein in the symmetric brain image, corresponding vertex pairs are symmetric about the mid-sagittal plane.
13. The system of claim 11 , further including:
a user interface configured to enable a user to toggle back and forth between the brain scan image and the symmetric brain image.
14. The system of claim 11 , wherein the processor is further configured to:
use the transform to identify corresponding locations in left and right hemispheres in the brain scan image.
15. The system of claim 11 , wherein the symmetric shape-based model depicts only sub-cortical brain structures.