Systems and method of precision functional mapping-guided interventional planning
A method of performing personalized neuromodulation on a subject is provided. The method includes acquiring functional magnetic resonance imaging (fMRI) data of a brain of the subject. The method also includes calculating functional connectivity of the brain between a voxel in a subcortical region of the brain and a voxel in a cortical region of the brain, based on the fMRI data. The method also includes identifying a target location in the brain to be targeted by neuromodulation based on the calculated functional connectivity.
1. A method of surgical planning, comprising:
using a computer system, acquiring magnetic resonance imaging data of a brain of a subject;
using a computer system and the magnetic resonance data, determining functional connectivity of the brain between a voxel in a subcortical region of the brain and a voxel in a cortical region of the brain;
identifying a target location in the brain to be targeted by neuromodulation based on the calculated functional connectivity; and
using a computer system, generating a report indicating the target location.
2. The method of claim 1 , wherein determining functional connectivity comprises determining functional connectivity of the brain between the voxel in the subcortical region and each cortical functional network in a plurality of cortical functional networks.
3. The method of claim 1 , wherein identifying a target location further includes identifying a winning functional network among the plurality of cortical functional networks as a functional network having the highest functional connectivity with the voxel.
4. The method of claim 3 , wherein identifying a target location further includes integrating the voxel in the integrative zone when functional connectivity between the voxel and one or more functional networks is above a threshold.
5. The method of claim 4 , wherein the one or more functional networks are among a remaining of the plurality of cortical functional networks minus the winning functional network.
6. The method of claim 4 , further comprising identifying the target location to include the integrative zone.
7. The method of claim 6 , further comprising identifying a given subcortical region as an integrative zone if a correlation between the given subcortical region and one or more functional networks other than the winning functional network is greater than a predetermined threshold.
8. The method of claim 7 , wherein the threshold is 66 percent.
9. The method of claim 1 , wherein the magnetic resonance data includes at least one of functional magnetic resonance imaging (fMRI) data or resting state (rs) fMRI data of the subject.
10. The method of claim 9 , wherein acquiring fMRI data further comprises acquiring task fMRI data of the subject and determining functional connectivity further comprises determining functional connectivity based on the rs-fMRI data.
11. The method of claim 10 , further comprising identifying at least one of an activation region and a deactivation region based on the acquired task fMRI data to derive a task fMRI map and validating the identified target location using the derived task fMRI map.
12. The method of claim 1 , wherein determining functional connectivity comprises determining functional connectivity between the voxel in the subcortical region and a region of interest (ROI) in the cortical region.
13. The method of claim 1 , wherein determining functional connectivity further comprises calculating timing of the functional connectivity between the voxel in a subcortical region and the voxel in the cortical region based on the magnetic resonance data.
14. The method of claim 13 , wherein identifying a target location further comprises identifying a voxel having an abnormal timing compared to a healthy individual as the target location.