Incorporation of Statistical Strength into Voxels in an fMRI Image

摘要

Technology is described for incorporating statistical strength from neighboring voxels in an fMRI image. The method can include the operation of capturing an fMRI image of a human organ and the fMRI image includes statistical values for voxels in order to detect changes associated with blood flow representing organ activity. The statistics of the fMRI image can be upsampled to a larger coordinate size. Another operation can be resampling the statistical values of the fMRI image to improve the statistical strength for target voxels in the fMRI by identifying strong statistical values in neighboring voxels in a defined neighborhood of the target voxels and improving statistical values of the target voxels using the strong statistical values. The statistics of the fMRI image can integrated into a region of interest identified for the human organ to improve data values of the target voxels while retaining regional boundaries.