From b4ba9dc8d3e9b03887d7e1969a55165d59c67d11 Mon Sep 17 00:00:00 2001 From: Cameron Craddock Date: Sat, 18 May 2013 17:26:52 -0400 Subject: [PATCH] region labelling and code cleanup --- harvardoxford_cortical_labels.csv | 48 ++ harvardoxford_subcortical_labels.csv | 21 + juelich_labels.csv | 121 +++ make_image_from_bin.py | 107 +-- make_local_connectivity_scorr.py | 292 +++---- mni_labels.csv | 9 + python_ncut_lib.py | 251 ++++++ talairach_labels.csv | 1106 ++++++++++++++++++++++++++ 8 files changed, 1774 insertions(+), 181 deletions(-) create mode 100644 harvardoxford_cortical_labels.csv create mode 100644 harvardoxford_subcortical_labels.csv create mode 100644 juelich_labels.csv create mode 100644 mni_labels.csv create mode 100755 python_ncut_lib.py create mode 100644 talairach_labels.csv diff --git a/harvardoxford_cortical_labels.csv b/harvardoxford_cortical_labels.csv new file mode 100644 index 0000000..63144dd --- /dev/null +++ b/harvardoxford_cortical_labels.csv @@ -0,0 +1,48 @@ +1,Frontal Pole +2,Insular Cortex +3,Superior Frontal Gyrus +4,Middle Frontal Gyrus +5,Inferior Frontal Gyrus; pars triangularis +6,Inferior Frontal Gyrus; pars opercularis +7,Precentral Gyrus +8,Temporal Pole +9,Superior Temporal Gyrus; anterior division +10,Superior Temporal Gyrus; posterior division +11,Middle Temporal Gyrus; anterior division +12,Middle Temporal Gyrus; posterior division +13,Middle Temporal Gyrus; temporooccipital part +14,Inferior Temporal Gyrus; anterior division +15,Inferior Temporal Gyrus; posterior division +16,Inferior Temporal Gyrus; temporooccipital part +17,Postcentral Gyrus +18,Superior Parietal Lobule +19,Supramarginal Gyrus; anterior division +20,Supramarginal Gyrus; posterior division +21,Angular Gyrus +22,Lateral Occipital Cortex; superior division +23,Lateral Occipital Cortex; inferior division +24,Intracalcarine Cortex +25,Frontal Medial Cortex +26,Juxtapositional Lobule Cortex (formerly Supplementary Motor Cortex) +27,Subcallosal Cortex +28,Paracingulate Gyrus +29,Cingulate Gyrus; anterior division +30,Cingulate Gyrus; posterior division +31,Precuneous Cortex +32,Cuneal Cortex +33,Frontal Orbital Cortex +34,Parahippocampal Gyrus; anterior division +35,Parahippocampal Gyrus; posterior division +36,Lingual Gyrus +37,Temporal Fusiform Cortex; anterior division +38,Temporal Fusiform Cortex; posterior division +39,Temporal Occipital Fusiform Cortex +40,Occipital Fusiform Gyrus +41,Frontal Operculum Cortex +42,Central Opercular Cortex +43,Parietal Operculum Cortex +44,Planum Polare +45,Heschl's Gyrus (includes H1 and H2) +46,Planum Temporale +47,Supracalcarine Cortex +48,Occipital Pole diff --git a/harvardoxford_subcortical_labels.csv b/harvardoxford_subcortical_labels.csv new file mode 100644 index 0000000..07eed0d --- /dev/null +++ b/harvardoxford_subcortical_labels.csv @@ -0,0 +1,21 @@ +2,Left Cerebral White Matter +3,Left Cerebral Cortex +4,Left Lateral Ventrical +10,Left Thalamus +11,Left Caudate +12,Left Putamen +13,Left Pallidum +16,Brain-Stem +17,Left Hippocampus +18,Left Amygdala +26,Left Accumbens +41,Right Cerebral White Matter +42,Right Cerebral Cortex +43,Right Lateral Ventricle +49,Right Thalamus +50,Right Caudate +51,Right Putamen +52,Right Pallidum +53,Right Hippocampus +54,Right Amygdala +58,Right Accumbens diff --git a/juelich_labels.csv b/juelich_labels.csv new file mode 100644 index 0000000..8a9d5d1 --- /dev/null +++ b/juelich_labels.csv @@ -0,0 +1,121 @@ +1,GM Anterior intra-parietal sulcus hIP1 L +2,GM Anterior intra-parietal sulcus hIP1 R +3,GM Anterior intra-parietal sulcus hIP2 L +4,GM Anterior intra-parietal sulcus hIP2 R +5,GM Anterior intra-parietal sulcus hIP3 L +6,GM Anterior intra-parietal sulcus hIP3 R +7,GM Amygdala_centromedial group L +8,GM Amygdala_centromedial group R +9,GM Amygdala_laterobasal group L +10,GM Amygdala_laterobasal group R +11,GM Amygdala_superficial group L +12,GM Amygdala_superficial group R +13,GM Broca's area BA44 L +14,GM Broca's area BA44 R +15,GM Broca's area BA45 L +16,GM Broca's area BA45 R +17,GM Hippocampus cornu ammonis L +18,GM Hippocampus cornu ammonis R +19,GM Hippocampus entorhinal cortex L +20,GM Hippocampus entorhinal cortex R +21,GM Hippocampus dentate gyrus L +22,GM Hippocampus dentate gyrus R +23,GM Hippocampus hippocampal-amygdaloid transition area L +24,GM Hippocampus hippocampal-amygdaloid transition area R +25,GM Hippocampus subiculum L +26,GM Hippocampus subiculum R +27,GM Inferior parietal lobule PF L +28,GM Inferior parietal lobule PF R +29,GM Inferior parietal lobule PFcm L +30,GM Inferior parietal lobule PFcm R +31,GM Inferior parietal lobule PFm L +32,GM Inferior parietal lobule PFm R +33,GM Inferior parietal lobule PFop L +34,GM Inferior parietal lobule PFop R +35,GM Inferior parietal lobule PFt L +36,GM Inferior parietal lobule PFt R +37,GM Inferior parietal lobule Pga L +38,GM Inferior parietal lobule Pga R +39,GM Inferior parietal lobule PGp L +40,GM Inferior parietal lobule PGp R +41,GM Primary auditory cortex TE1.0 L +42,GM Primary auditory cortex TE1.0 R +43,GM Primary auditory cortex TE1.1 L +44,GM Primary auditory cortex TE1.1 R +45,GM Primary auditory cortex TE1.2 L +46,GM Primary auditory cortex TE1.2 R +47,GM Primary motor cortex BA4a L +48,GM Primary motor cortex BA4a R +49,GM Primary motor cortex BA4p L +50,GM Primary motor cortex BA4p R +51,GM Primary somatosensory cortex BA1 L +52,GM Primary somatosensory cortex BA1 R +53,GM Primary somatosensory cortex BA2 L +54,GM Primary somatosensory cortex BA2 R +55,GM Primary somatosensory cortex BA3a L +56,GM Primary somatosensory cortex BA3a R +57,GM Primary somatosensory cortex BA3b L +58,GM Primary somatosensory cortex BA3b R +59,GM Secondary somatosensory cortex / Parietal operculum OP1 L +60,GM Secondary somatosensory cortex / Parietal operculum OP1 R +61,GM Secondary somatosensory cortex / Parietal operculum OP2 L +62,GM Secondary somatosensory cortex / Parietal operculum OP2 R +63,GM Secondary somatosensory cortex / Parietal operculum OP3 L +64,GM Secondary somatosensory cortex / Parietal operculum OP3 R +65,GM Secondary somatosensory cortex / Parietal operculum OP4 L +66,GM Secondary somatosensory cortex / Parietal operculum OP4 R +67,GM Superior parietal lobule 5Ci L +68,GM Superior parietal lobule 5Ci R +69,GM Superior parietal lobule 5L L +70,GM Superior parietal lobule 5L R +71,GM Superior parietal lobule 5M L +72,GM Superior parietal lobule 5M R +73,GM Superior parietal lobule 7A L +74,GM Superior parietal lobule 7A R +75,GM Superior parietal lobule 7M L +76,GM Superior parietal lobule 7M R +77,GM Superior parietal lobule 7PC L +78,GM Superior parietal lobule 7PC R +79,GM Superior parietal lobule 7P L +80,GM Superior parietal lobule 7P R +81,GM Visual cortex V1 BA17 L +82,GM Visual cortex V1 BA17 R +83,GM Visual cortex V2 BA18 L +84,GM Visual cortex V2 BA18 R +85,GM Visual cortex V3V L +86,GM Visual cortex V3V R +87,GM Visual cortex V4 L +88,GM Visual cortex V4 R +89,GM Visual cortex V5 L +90,GM Visual cortex V5 R +91,GM Premotor cortex BA6 L +92,GM Premotor cortex BA6 R +93,WM Acoustic radiation R +94,WM Acoustic radiation L +95,WM Callosal body +96,WM Cingulum R +97,WM Cingulum L +98,WM Corticospinal tract R +99,WM Corticospinal tract L +100,WM Fornix +101,WM Inferior occipito-frontal fascicle R +102,WM Inferior occipito-frontal fascicle L +103,GM Lateral geniculate body R +104,GM Lateral geniculate body L +105,GM Mamillary body +106,GM Medial geniculate body R +107,GM Medial geniculate body L +108,WM Optic radiation R +109,WM Optic radiation L +110,WM Superior longitudinal fascicle R +111,WM Superior longitudinal fascicle L +112,WM Superior occipito-frontal fascicle R +113,WM Superior occipito-frontal fascicle L +114,WM Uncinate fascicle R +115,WM Uncinate fascicle L +116,GM Insula Id1 L +117,GM Insula Id1 R +118,GM Insula Ig1 L +119,GM Insula Ig1 R +120,GM Insula Ig2 L +121,GM Insula Ig2 R diff --git a/make_image_from_bin.py b/make_image_from_bin.py index 9d4beff..4d6a2a4 100755 --- a/make_image_from_bin.py +++ b/make_image_from_bin.py @@ -1,19 +1,36 @@ #### make_image_from_bin.py # Copyright (C) 2010 R. Cameron Craddock (cameron.craddock@gmail.com) # -# This script is a part of the pyClusterROI python toolbox for the spatially constrained clustering of fMRI -# data. It converts a NPY file generated by binfile_parcellation.py, group_binfile_parcellation.py, or -# group_mean_binfile_parcellation.npy into a nifti file where each voxels intensity corresponds to the -# number of the cluster to which it belongs. +# This script is a part of the pyClusterROI python toolbox for the spatially +# constrained clustering of fMRI data. It converts a NPY file generated by +# binfile_parcellation.py, group_binfile_parcellation.py, or +# group_mean_binfile_parcellation.npy into a nifti file where each voxels +# intensity corresponds to the number of the cluster to which it belongs. # # For more information refer to: # -# Craddock, R. C., James, G. A., Holtzheimer, P. E., Hu, X. P., & Mayberg, H. S. (2011). A whole -# brain fMRI atlas generated via spatially constrained spectral clustering. Human brain mapping, -# doi: 10.1002/hbm.21333. +# Craddock, R. C.; James, G. A.; Holtzheimer, P. E.; Hu, X. P. & Mayberg, H. S. +# A whole brain fMRI atlas generated via spatially constrained spectral +# clustering Human Brain Mapping, 2012, 33, 1914-1928 doi: 10.1002/hbm.21333. # -# Documentation, updated source code and other information can be found at the NITRC web page: -# http://www.nitrc.org/projects/cluster_roi/ +# ARTICLE{Craddock2012, +# author = {Craddock, R C and James, G A and Holtzheimer, P E and Hu, X P and +# Mayberg, H S}, +# title = {{A whole brain fMRI atlas generated via spatially constrained +# spectral clustering}}, +# journal = {Human Brain Mapping}, +# year = {2012}, +# volume = {33}, +# pages = {1914--1928}, +# number = {8}, +# address = {Department of Neuroscience, Baylor College of Medicine, Houston, +# TX, United States}, +# pmid = {21769991}, +# } +# +# Documentation, updated source code and other information can be found at the +# NITRC web page: http://www.nitrc.org/projects/cluster_roi/ and on github at +# https://github.com/ccraddock/cluster_roi # # # This program is free software: you can redistribute it and/or modify @@ -30,50 +47,50 @@ # along with this program. If not, see . #### -# this scripts requires NumPy (numpy.scipy.org), and PyNIfTI -# (http://niftilib.sourceforge.net/pynifti/) to be installed in a directory that is -# accessible through PythonPath -from nifti import NiftiImage +# this scripts requires NumPy (numpy.scipy.org), and NiBabel +# (http://niftilib.sourceforge.net/pynifti/) to be installed in a directory +# that is accessible through PythonPath +import nibabel as nb from numpy import * # make_image_from_bin( image, binfile, mask ) # -# Converts a NPY file generated by binfile_parcellation.py, group_binfile_parcellation.py, or -# group_mean_binfile_parcellation.npy into a nifti file where each voxels intensity corresponds to the -# number of the cluster to which it belongs. +# Converts a NPY file generated by binfile_parcellation.py, +# group_binfile_parcellation.py, or group_mean_binfile_parcellation.npy into a +# nifti file where each voxels intensity corresponds to the number of the +# cluster to which it belongs. # image: The name of the nifti file to be written. -# binfile: The binfile to be converted. The file contains a n_voxel x 1 vector that is -# converted to a nifti file. -# mask: Mask describing the space of the nifti file. This should correspond to the -# mask originally used to create the connectivity matrices used for parcellation. +# binfile: The binfile to be converted. The file contains a n_voxel x 1 +# vector that is converted to a nifti file. +# mask: Mask describing the space of the nifti file. This should +# correspond to the mask originally used to create the +# connectivity matrices used for parcellation. # def make_image_from_bin( image, binfile, mask ): - # read in the mask - nim=NiftiImage(mask) - sz=shape(nim.data) + # read in the mask + nim=nb.load(mask) + + # read in the binary data + if( binfile.endswith(".npy") ): + print "Reading",binfile,"as a npy filetype" + a=load(binfile) + else: + print "Reading",binfile,"as a binary file of doubles" + a=fromfile(binfile) + + imdat=nim.get_data() + print "shape",shape(a) + print "sum",sum(imdat) - # read in the binary data - # a=fromfile(binfile,'uint32') - if( binfile.endswith(".npy") ): - print "Reading",binfile,"as a npy filetype" - a=load(binfile) - #a=((a.tolist()).toarray())[:,0] - else: - print "Reading",binfile,"as a binary file of doubles" - a=fromfile(binfile) + # map the binary data to mask + print "shape2",shape(a[0:sum(imdat)]) + imdat[imdat>0]=short(a[0:sum(imdat)].flatten()) - imdat=nim.data - print "shape",shape(a) - print "sum",sum(imdat) - # map the binary data to mask - print "shape2",shape(a[0:sum(imdat)]) - imdat[imdat>0]=short(a[0:sum(imdat)].flatten()) + # write out the image as nifti + thdr=nim.header + thdr['scl_slope']=1 - # write out the image as nifti - thdr=nim.header - thdr['scl_slope']=1 - - nim_out=NiftiImage(imdat) - nim_out.updateFromDict(thdr) - nim_out.save(image) + nim_out = nb.Nifti1Image(imdat, nim.get_affine()) + nim_out.set_data_dtype('int16') + nim_out.to_filename(image) diff --git a/make_local_connectivity_scorr.py b/make_local_connectivity_scorr.py index ce82658..fcfe059 100755 --- a/make_local_connectivity_scorr.py +++ b/make_local_connectivity_scorr.py @@ -1,19 +1,35 @@ #### make_local_connectivity_scorr.py # Copyright (C) 2010 R. Cameron Craddock (cameron.craddock@gmail.com) # -# This script is a part of the pyClusterROI python toolbox for the spatially constrained clustering of fMRI -# data. It constructs a spatially constrained connectivity matrix from a fMRI dataset, where then connectivity -# weight betwen two neighboring voxels corresponds to the Pearson Correlation Coefficient between the whole -# brain FC maps generaged by the voxel timecourses. +# This script is a part of the pyClusterROI python toolbox for the spatially +# constrained clustering of fMRI data. It constructs a spatially constrained +# Coefficient between the whole brain FC maps generaged by the voxel +# timecourses. # # For more information refer to: # -# Craddock, R. C., James, G. A., Holtzheimer, P. E., Hu, X. P., & Mayberg, H. S. (2011). A whole -# brain fMRI atlas generated via spatially constrained spectral clustering. Human brain mapping, -# doi: 10.1002/hbm.21333. +# Craddock, R. C.; James, G. A.; Holtzheimer, P. E.; Hu, X. P. & Mayberg, H. S. +# A whole brain fMRI atlas generated via spatially constrained spectral +# clustering Human Brain Mapping, 2012, 33, 1914-1928 doi: 10.1002/hbm.21333. # -# Documentation, updated source code and other information can be found at the NITRC web page: -# http://www.nitrc.org/projects/cluster_roi/ +# ARTICLE{Craddock2012, +# author = {Craddock, R C and James, G A and Holtzheimer, P E and Hu, X P and +# Mayberg, H S}, +# title = {{A whole brain fMRI atlas generated via spatially constrained +# spectral clustering}}, +# journal = {Human Brain Mapping}, +# year = {2012}, +# volume = {33}, +# pages = {1914--1928}, +# number = {8}, +# address = {Department of Neuroscience, Baylor College of Medicine, Houston, +# TX, United States}, +# pmid = {21769991}, +# } +# +# Documentation, updated source code and other information can be found at the +# NITRC web page: http://www.nitrc.org/projects/cluster_roi/ and on github at +# https://github.com/ccraddock/cluster_roi # # # This program is free software: you can redistribute it and/or modify @@ -30,42 +46,42 @@ # along with this program. If not, see . #### -# this scripts requires NumPy (numpy.scipy.org), SciPy (www.scipy.org), and PyNIfTI -# (http://niftilib.sourceforge.net/pynifti/) to be installed in a directory that is -# accessible through PythonPath -from nifti import * +# this scripts requires NumPy (numpy.scipy.org), SciPy (www.scipy.org), and +# NiBabel (http://nipy.sourceforge.net/nibabel) to be installed in a +# directory that is accessible through PythonPath +import nibabel as nb from numpy import array from scipy import * from scipy.sparse import * -from scipy.sparse.linalg.eigen.arpack import eigen_symmetric -from scipy.linalg import norm, svd from numpy import corrcoef -# simple function to translate 1D vector coordinates to 3D matrix coordinates, for a 3D matrix of -# size sz +# simple function to translate 1D vector coordinates to 3D matrix coordinates, +# for a 3D matrix of size sz def indx_1dto3d(idx,sz): - x=divide(idx,prod(sz[1:3])) - y=divide(idx-x*prod(sz[1:3]),sz[2]) - z=idx-x*prod(sz[1:3])-y*sz[2] - return (x,y,z) + x=divide(idx,prod(sz[1:3])) + y=divide(idx-x*prod(sz[1:3]),sz[2]) + z=idx-x*prod(sz[1:3])-y*sz[2] + return (x,y,z) -# simple function to translate 3D matrix coordinates to 1D vector coordinates, for a 3D matrix of -# size sz +# simple function to translate 3D matrix coordinates to 1D vector coordinates, +# for a 3D matrix of size sz def indx_3dto1d(idx,sz): - if( rank(idx) == 1): - idx1=idx[0]*prod(sz[1:3])+idx[1]*sz[2]+idx[2] - else: - idx1=idx[:,0]*prod(sz[1:3])+idx[:,1]*sz[2]+idx[:,2] - return idx1 + if( rank(idx) == 1): + idx1=idx[0]*prod(sz[1:3])+idx[1]*sz[2]+idx[2] + else: + idx1=idx[:,0]*prod(sz[1:3])+idx[:,1]*sz[2]+idx[:,2] + return idx1 # make_local_connectivity_scorr( infile, maskfile, outfile, thresh ) # -# This script is a part of the ClusterROI python toolbox for the spatially constrained clustering of fMRI -# data. It constructs a spatially constrained connectivity matrix from a fMRI dataset. The weights w_ij -# of the connectivity matrix W correspond to the _spatial_correlation_ between the whole brain FC maps -# generated from the time series from voxel i and voxel j. Connectivity is only calculated between a voxel -# and the 27 voxels in its 3D neighborhood (face touching and edge touching). The resulting datafiles are -# suitable as inputs to the function binfile_parcellate. +# This script is a part of the ClusterROI python toolbox for the spatially +# constrained clustering of fMRI data. It constructs a spatially constrained +# connectivity matrix from a fMRI dataset. The weights w_ij of the connectivity +# matrix W correspond to the _spatial_correlation_ between the whole brain FC +# maps generated from the time series from voxel i and voxel j. Connectivity is +# only calculated between a voxel and the 27 voxels in its 3D neighborhood +# (face touching and edge touching). The resulting datafiles are suitable as +# inputs to the function binfile_parcellate. # # infile: name of a 4D NIFTI file containing fMRI data # maskfile: name of a 3D NIFTI file containing a mask, which restricts the @@ -78,105 +94,109 @@ def indx_3dto1d(idx,sz): # will be removed from the matrix (set to zero). # def make_local_connectivity_scorr( infile, maskfile, outfile, thresh ): - # index - neighbors=array([[-1,-1,-1],[0,-1,-1],[1,-1,-1], - [-1, 0,-1],[0, 0,-1],[1, 0,-1], - [-1, 1,-1],[0, 1,-1],[1, 1,-1], - [-1,-1, 0],[0,-1, 0],[1,-1, 0], - [-1, 0, 0],[0, 0, 0],[1, 0, 0], - [-1, 1, 0],[0, 1, 0],[1, 1, 0], - [-1,-1, 1],[0,-1, 1],[1,-1, 1], - [-1, 0, 1],[0, 0, 1],[1, 0, 1], - [-1, 1, 1],[0, 1, 1],[1, 1, 1]]) - - - # read in the mask - msk=NiftiImage(maskfile) - msz=shape(msk.data) - - # convert the 3D mask array into a 1D vector - mskdat=reshape(msk.data,prod(msz)) - - # determine the 1D coordinates of the non-zero - # elements of the mask - iv=nonzero(mskdat)[0] - m=len(iv) - - # read in the fmri data - nim=NiftiImage(infile) - sz=shape(nim.data) - - # reshape fmri data to a num_voxels x num_timepoints array - imdat=reshape(nim.data,(sz[0],prod(sz[1:]))) - - # mask the datset to only then in-mask voxels - imdat=imdat[:,iv] - - #zscore fmri time courses, this makes calculation of the - # correlation coefficient a simple matrix product - imdat_s=std(imdat,0) - imdat_m=mean(imdat,0) - imdat=(imdat-imdat_m)/imdat_s - imdat[isnan(imdat)]=0 - - # remove voxels with zero variance, do this here - # so that the mapping will be consistent across - # subjects - vndx=nonzero(var(imdat,0)!=0)[0] - iv=iv[vndx] - - # construct a sparse matrix from the mask - msk=csc_matrix((vndx+1,(iv,zeros(len(iv)))),shape=(prod(msz),1)) - - - sparse_i=[] - sparse_j=[] - sparse_w=[[]] - - for i in range(0,len(iv)): - # convert index into 3D and calculate neighbors - ndx3d=indx_1dto3d(iv[i],sz[1:])+neighbors - # convert resulting 3D indices into 1D - ndx1d=indx_3dto1d(ndx3d,sz[1:]) - # convert 1D indices into masked versions - ondx1d=msk[ndx1d].todense() - # exclude indices not in the mask - ndx1d=ndx1d[nonzero(ondx1d)[0]] - ndx1d=ndx1d.flatten() - ondx1d=array(ondx1d[nonzero(ondx1d)[0]]) - ondx1d=ondx1d.flatten()-1 - # keep track of the index corresponding to the "seed" - nndx=nonzero(ndx1d==iv[i])[0] - # extract the time courses corresponding to the "seed" - # and 3D neighborhood voxels - tc=imdat[:,ondx1d] - # calculate functional connectivity maps for "seed" - # and 3D neighborhood voxels - fc=dot(tc.T,imdat)/(sz[0]-1) - # calculate the spatial correlation between FC maps - R=corrcoef(fc) - if rank(R) == 0: - R=reshape(R,(1,1)) - # set NaN values to 0 - R[isnan(R)]=0 - # set values below thresh to 0 - R[R. +#### + +# this scripts requires NumPy (numpy.scipy.org) and SciPy (www.scipy.org) to be +# installed in a directory that is accessible through PythonPath +import sys +from numpy import array, reshape, shape, matrix, ones, zeros, sqrt +from numpy import argsort, sign, kron, multiply, divide, abs, asarray +from scipy import rand +from scipy.sparse import csc_matrix, spdiags +from scipy.sparse.linalg.eigen.arpack import eigen_symmetric +from scipy.linalg import norm, svd, LinAlgError + +# exception hander for singular value decomposition +class SVDError(Exception): + def __init__(self,value): + self.value=value + def __str__(self): + return repr(self.value) + + +# (eigen_val, eigen_vec) = ncut( W, nbEigenValues ): +# +# This function performs the first step of normalized cut spectral clustering. +# The normalized LaPlacian is calculated on the similarity matrix W, and top +# nbEigenValues eigenvectors are calculated. The number of eigenvectors +# corresponds to the maximum number of classes (K) that will be produced by the +# clustering algorithm. +# +# W: symmetric #feature x #feature sparse matrix representing the +# similarity between voxels, traditionally this matrix should +# be positive semidefinite, but regularization is employed to +# allow negative matrix entries (Yu 2001) +# nvEigenValues: number of eigenvectors that should be calculated, this +# determines the maximum number of clusters (K) that can be +# derived from the +# result +# eigen_val: (output) eigenvalues from the eigen decomposition of the +# LaPlacian of W +# eigen_vec: (output) eigenvectors from the eign decomposition of the +# LaPlacian of W +# +def ncut( W, nbEigenValues ): + # parameters + offset=.5 + maxiterations=100 + eigsErrorTolerence=1e-6 + eps=2.2204e-16 + + m=shape(W)[1] + + # make sure that W is symmetric, this is a computationally expensive + # operation, only use for debugging + # if (W-W.transpose()).sum() != 0: + # print "W should be symmetric!" + # exit(0) + + # degrees and regularization + # S Yu Understanding Popout through Repulsion CVPR 2001 + # Allows negative values as well as improves invertability of d for small + # numbers i bet that this is what improves the stability of the eigen + d=abs(W).sum(0) + dr=0.5*(d-W.sum(0)) + d=d+offset*2 + dr=dr+offset + + # calculation of the normalized LaPlacian + W=W+spdiags(dr,[0],m,m,"csc") + Dinvsqrt=spdiags((1.0/sqrt(d+eps)),[0],m,m,"csc") + P=Dinvsqrt*(W*Dinvsqrt); + + # perform the eigen decomposition + eigen_val,eigen_vec=eigen_symmetric(P,nbEigenValues,maxiter=maxiterations,\ + tol=eigsErrorTolerence,which='LA') + + # sort the eigen_vals so that the first + # is the largest + i=argsort(-eigen_val) + eigen_val=eigen_val[i] + eigen_vec=eigen_vec[:,i] + + # normalize the returned eigenvectors + eigen_vec=Dinvsqrt*matrix(eigen_vec) + norm_ones=norm(ones((m,1))) + for i in range(0,shape(eigen_vec)[1]): + eigen_vec[:,i]=(eigen_vec[:,i] / norm(eigen_vec[:,i]))*norm_ones + if eigen_vec[0,i] != 0: + eigen_vec[:,i] = -1 * eigen_vec[:,i] * sign( eigen_vec[0,i] ) + + return(eigen_val, eigen_vec) + +# eigenvec_discrete=discretisation( eigen_vec ): +# +# This function performs the second step of normalized cut clustering which +# assigns features to clusters based on the eigen vectors from the LaPlacian of +# a similarity matrix. There are a few different ways to perform this task. Shi +# and Malik (2000) iteratively bisect the features based on the positive and +# negative loadings of the eigenvectors. Ng, Jordan and Weiss (2001) proposed to +# perform K-means clustering on the rows of the eigenvectors. The method +# implemented here was proposed by Yu and Shi (2003) and it finds a discrete +# solution by iteratively rotating a binaised set of vectors until they are +# maximally similar to the the eigenvectors (for more information, the full +# citation is at the top of this file). An advantage of this method over K-means +# is that it is _more_ deterministic, i.e. you should get very similar results +# every time you run the algorithm on the same data. +# +# The number of clusters that the features are clustered into is determined by +# the number of eignevectors (number of columns) in the input array eigen_vec. A +# caveat of this method, is that number of resulting clusters is bound by the +# number of eignevectors, but it may contain less. +# +# eigen_vec: Eigenvectors of the normalized LaPlacian calculated +# from the similarity matrix for the corresponding +# clustering problem +# eigen_vec_discrete: (output) discretised eigenvectors, i.e. vectors of 0 +# and 1 which indicate whether or not a feature belongs +# to the cluster defined by the eigen vector. I.E. a one +# in the 10th row of the 4th eigenvector (column) means +# that feature 10 belongs to cluster #4. +# +def discretisation( eigen_vec ): + eps=2.2204e-16 + + # normalize the eigenvectors + [n,k]=shape(eigen_vec) + vm=kron(ones((1,k)),sqrt(multiply(eigen_vec,eigen_vec).sum(1))) + eigen_vec=divide(eigen_vec,vm) + + svd_restarts=0 + exitLoop=0 + + ### if there is an exception we try to randomize and rerun SVD again + ### do this 30 times + while (svd_restarts < 30) and (exitLoop==0): + + # initialize algorithm with a random ordering of eigenvectors + c=zeros((n,1)) + R=matrix(zeros((k,k))) + R[:,0]=eigen_vec[int(rand(1)*(n-1)),:].transpose() + + for j in range(1,k): + c=c+abs(eigen_vec*R[:,j-1]) + R[:,j]=eigen_vec[c.argmin(),:].transpose() + + + lastObjectiveValue=0 + nbIterationsDiscretisation=0 + nbIterationsDiscretisationMax=20 + + # iteratively rotate the discretised eigenvectors until they + # are maximally similar to the input eignevectors, this + # converges when the differences between the current solution + # and the previous solution differs by less than eps or we + # we have reached the maximum number of itarations + while exitLoop == 0: + nbIterationsDiscretisation = nbIterationsDiscretisation + 1 + + # rotate the original eigen_vectors + tDiscrete=eigen_vec*R + + # discretise the result by setting the max of each row=1 and + # other values to 0 + j=reshape(asarray(tDiscrete.argmax(1)),n) + eigenvec_discrete=csc_matrix((ones(len(j)),(range(0,n), \ + array(j))),shape=(n,k)) + + # calculate a rotation to bring the discrete eigenvectors cluster to + # the original eigenvectors + tSVD=eigenvec_discrete.transpose()*eigen_vec + # catch a SVD convergence error and restart + try: + U, S, Vh = svd(tSVD) + except LinAlgError: + # catch exception and go back to the beginning of the loop + print >> sys.stderr, \ + "SVD did not converge, randomizing and trying again" + break + + # test for convergence + NcutValue=2*(n-S.sum()) + if((abs(NcutValue-lastObjectiveValue) < eps ) or \ + ( nbIterationsDiscretisation > \ + nbIterationsDiscretisationMax )): + exitLoop=1 + else: + # otherwise calculate rotation and continue + lastObjectiveValue=NcutValue + R=matrix(Vh).transpose()*matrix(U).transpose() + + if exitLoop == 0: + raise SVDError("SVD did not converge after 30 retries") + else: + return(eigenvec_discrete) + diff --git a/talairach_labels.csv b/talairach_labels.csv new file mode 100644 index 0000000..c6491d5 --- /dev/null +++ b/talairach_labels.csv @@ -0,0 +1,1106 @@ +0,*.*.*.*.* +1,Left Cerebellum.Posterior Lobe.Inferior Semi-Lunar Lobule.Gray Matter.* +2,Right Cerebellum.Posterior Lobe.Inferior Semi-Lunar Lobule.Gray Matter.* +3,Left Cerebellum.Posterior Lobe.Cerebellar Tonsil.Gray Matter.* +4,Right Cerebellum.Posterior Lobe.Cerebellar Tonsil.Gray Matter.* +5,Left Brainstem.Medulla.*.*.* +6,Right Brainstem.Medulla.*.*.* +7,*.*.Inferior Temporal Gyrus.*.* +8,Left Cerebrum.Temporal Lobe.Inferior Temporal 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+171,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 20 +172,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 20 +173,Left Cerebrum.Sub-lobar.Lateral Ventricle.Cerebro-Spinal Fluid.* +174,Right Cerebrum.Sub-lobar.Lateral Ventricle.Cerebro-Spinal Fluid.* +175,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Hippocampus +176,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Hippocampus +177,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 34 +178,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 34 +179,Left Cerebrum.Limbic Lobe.Uncus.Gray Matter.Brodmann area 34 +180,Right Cerebrum.Limbic Lobe.Uncus.Gray Matter.Brodmann area 34 +181,Left Cerebrum.Limbic Lobe.Uncus.Gray Matter.Amygdala +182,Right Cerebrum.Limbic Lobe.Uncus.Gray Matter.Amygdala +183,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Amygdala +184,*.*.Inferior Frontal Gyrus.*.* +185,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 47 +186,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.*.* +187,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.*.* +188,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 47 +189,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.White Matter.* +190,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.White Matter.* +191,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 11 +192,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 11 +193,Left Cerebrum.Frontal Lobe.Sub-Gyral.White Matter.* +194,Right Cerebrum.Frontal Lobe.Sub-Gyral.White Matter.* +195,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.White Matter.* +196,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.White Matter.* +197,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 11 +198,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 11 +199,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.*.* +200,Right Cerebrum.*.Orbital Gyrus.*.* +201,Right Cerebrum.*.Superior Frontal Gyrus.*.* +202,Left Cerebrum.Occipital Lobe.Fusiform Gyrus.*.* +203,Left Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 18 +204,Right Cerebrum.Occipital Lobe.Fusiform Gyrus.*.* +205,Right Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 18 +206,Left Cerebrum.Occipital Lobe.Fusiform Gyrus.White Matter.* +207,Right Cerebrum.Occipital Lobe.Fusiform Gyrus.White Matter.* +208,Left Cerebrum.Temporal Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 37 +209,Right Cerebrum.Temporal Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 37 +210,Right Cerebrum.*.Fusiform Gyrus.*.* +211,Left Cerebellum.Anterior Lobe.Cerebellar Lingual.Gray Matter.* +212,Right Cerebellum.Anterior Lobe.Cerebellar Lingual.Gray Matter.* +213,Left Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 37 +214,Right Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 37 +215,Left Brainstem.Midbrain.*.*.* +216,Right Brainstem.Midbrain.*.*.* +217,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 20 +218,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 20 +219,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Amygdala +220,*.*.*.White Matter.* +221,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 38 +222,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 38 +223,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.*.* +224,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.*.* +225,Left Cerebrum.Frontal Lobe.Superior Temporal Gyrus.*.* +226,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 25 +227,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 25 +228,Right Cerebrum.Frontal Lobe.Superior Temporal Gyrus.*.* +229,Right Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.*.* +230,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.White Matter.* +231,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.White Matter.* +232,Left Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.*.* +233,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.*.* +234,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 25 +235,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 11 +236,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 11 +237,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 25 +238,Left Cerebrum.Occipital Lobe.Lingual Gyrus.*.* +239,*.*.Lingual Gyrus.*.* +240,*.Occipital Lobe.*.*.* +241,*.Occipital Lobe.Lingual Gyrus.*.* +242,Left Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 17 +243,Inter-Hemispheric.Occipital Lobe.Lingual Gyrus.*.* +244,Right Cerebrum.Occipital Lobe.Lingual Gyrus.*.* +245,Right Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 17 +246,Left Cerebrum.Occipital Lobe.*.*.* +247,Left Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 18 +248,Right Cerebrum.Occipital Lobe.*.*.* +249,Right Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 18 +250,Left Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 18 +251,Left Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.*.* +252,Left Cerebrum.Occipital Lobe.Lingual Gyrus.White Matter.* +253,Right Cerebrum.Occipital Lobe.Lingual Gyrus.White Matter.* +254,Right Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 18 +255,Left Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.White Matter.* +256,Right Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.White Matter.* +257,Right Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.*.* +258,Left Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 19 +259,Right Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 19 +260,*.*.Inferior Occipital Gyrus.*.* +261,Left Cerebrum.*.Inferior Occipital Gyrus.*.* +262,Right Cerebrum.*.Inferior Occipital Gyrus.*.* +263,Right Cerebrum.Occipital Lobe.*.Gray Matter.Brodmann area 19 +264,Left Cerebrum.Occipital Lobe.*.Gray Matter.Brodmann area 19 +265,Left Cerebrum.Temporal Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 19 +266,Right Cerebrum.Temporal Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 19 +267,Left Cerebrum.Temporal Lobe.*.Gray Matter.Brodmann area 37 +268,Right Cerebrum.Temporal Lobe.*.Gray Matter.Brodmann area 37 +269,Left Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 37 +270,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 37 +271,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 37 +272,Right Cerebrum.Limbic Lobe.*.Gray Matter.Brodmann area 35 +273,*.*.*.White Matter.Optic Tract +274,*.*.*.Gray Matter.Hypothalamus +275,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 21 +276,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 21 +277,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.*.* +278,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.*.* +279,Left Cerebrum.Limbic Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 34 +280,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 34 +281,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 25 +282,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 25 +283,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 34 +284,Right Cerebrum.Limbic Lobe.Subcallosal Gyrus.*.* +285,Right Cerebrum.Limbic Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 34 +286,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 21 +287,Left Cerebrum.Temporal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 34 +288,Left Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 13 +289,Left Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.White Matter.* +290,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.White Matter.* +291,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.White Matter.* +292,Right Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 13 +293,Right Cerebrum.Temporal Lobe.Inferior Frontal Gyrus.White Matter.* +294,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 13 +295,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 13 +296,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 13 +297,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 13 +298,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 47 +299,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 47 +300,Left Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 11 +301,Right Cerebrum.Frontal Lobe.Subcallosal Gyrus.Gray Matter.Brodmann area 11 +302,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 47 +303,Left Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 17 +304,Right Cerebrum.*.*.Gray Matter.Brodmann area 18 +305,Right Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 17 +306,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 18 +307,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 18 +308,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.White Matter.* +309,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.White Matter.* +310,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.*.* +311,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.*.* +312,Left Cerebrum.Occipital Lobe.Sub-Gyral.*.* +313,Right Cerebrum.*.Sub-Gyral.*.* +314,Right Cerebrum.Occipital Lobe.Sub-Gyral.*.* +315,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 19 +316,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 19 +317,*.*.Middle Occipital Gyrus.*.* +318,Right Cerebrum.*.Lingual Gyrus.*.* +319,Left Cerebrum.Occipital Lobe.Sub-Gyral.White Matter.* +320,Right Cerebrum.Occipital Lobe.Sub-Gyral.White Matter.* +321,Left Cerebellum.Anterior Lobe.Culmen of Vermis.Gray Matter.* +322,Right Cerebellum.Anterior Lobe.Culmen of Vermis.Gray Matter.* +323,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 37 +324,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 37 +325,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.*.* +326,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.White Matter.* +327,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.White Matter.* +328,Right Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 37 +329,Left Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 37 +330,Right Cerebrum.Occipital Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 37 +331,Right Cerebrum.Occipital Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 37 +332,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 37 +333,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 37 +334,Right Cerebrum.Limbic Lobe.Fusiform Gyrus.Gray Matter.Brodmann area 37 +335,Right Cerebrum.Limbic Lobe.Sub-Gyral.*.* +336,Left Cerebrum.Limbic Lobe.Sub-Gyral.*.* +337,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Hippocampus +338,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Hippocampus +339,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Hippocampus +340,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Hippocampus +341,Left Brainstem.Midbrain.*.Gray Matter.Substania Nigra +342,Right Brainstem.Midbrain.*.Gray Matter.Substania Nigra +343,Left Brainstem.Midbrain.*.Gray Matter.Red Nucleus +344,Right Brainstem.Midbrain.*.Gray Matter.Red Nucleus +345,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 28 +346,Right Cerebrum.Limbic Lobe.*.White Matter.* +347,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.* +348,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.* +349,Left Cerebrum.Temporal Lobe.*.Gray Matter.Caudate Tail +350,Right Cerebrum.Temporal Lobe.Caudate.Gray Matter.Caudate Tail +351,Left Cerebrum.Temporal Lobe.Caudate.Gray Matter.Caudate Tail +352,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 21 +353,Left Cerebrum.Temporal Lobe.Extra-Nuclear.White Matter.* +354,Left Brainstem.Midbrain.*.Gray Matter.Mammillary Body +355,Right Brainstem.Midbrain.*.Gray Matter.Mammillary Body +356,Left Cerebrum.Sub-lobar.*.Gray Matter.Amygdala +357,Right Cerebrum.*.*.White Matter.* +358,Right Cerebrum.Sub-lobar.*.Gray Matter.Amygdala +359,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Optic Tract +360,Right Cerebrum.Sub-lobar.Third Ventricle.Cerebro-Spinal Fluid.* +361,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Optic Tract +362,Left Cerebrum.Sub-lobar.Third Ventricle.Cerebro-Spinal Fluid.* +363,Left Cerebrum.Sub-lobar.*.Gray Matter.Hypothalamus +364,Right Cerebrum.Sub-lobar.*.Gray Matter.Hypothalamus +365,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 13 +366,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 13 +367,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 13 +368,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 13 +369,Left Cerebrum.Sub-lobar.Extra-Nuclear.Gray Matter.Brodmann area 13 +370,Left Cerebrum.Limbic Lobe.Extra-Nuclear.White Matter.* +371,Left Cerebrum.Limbic Lobe.Anterior Cingulate.White Matter.* +372,Left Cerebrum.Limbic Lobe.Anterior Cingulate.*.* +373,Right Cerebrum.Limbic Lobe.Anterior Cingulate.*.* +374,Right Cerebrum.Limbic Lobe.Anterior Cingulate.White Matter.* +375,Right Cerebrum.Limbic Lobe.Extra-Nuclear.White Matter.* +376,Right Cerebrum.Sub-lobar.Extra-Nuclear.Gray Matter.Brodmann area 13 +377,Left Cerebrum.Temporal Lobe.Sub-Gyral.*.* +378,Left Cerebrum.Sub-lobar.Extra-Nuclear.*.* +379,Left Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Putamen +380,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 25 +381,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 25 +382,Right Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Putamen +383,Right Cerebrum.Sub-lobar.Extra-Nuclear.*.* +384,Right Cerebrum.Temporal Lobe.Sub-Gyral.*.* +385,Left Cerebrum.Sub-lobar.*.Gray Matter.* +386,Right Cerebrum.Sub-lobar.*.Gray Matter.* +387,*.Temporal Lobe.Superior Temporal Gyrus.*.* +388,Left Cerebrum.Frontal Lobe.Sub-Gyral.*.* +389,Right Cerebrum.Frontal Lobe.Sub-Gyral.*.* +390,Left Cerebrum.Frontal Lobe.Extra-Nuclear.*.* +391,Right Cerebrum.Frontal Lobe.Extra-Nuclear.*.* +392,Left Cerebrum.Frontal Lobe.Extra-Nuclear.Gray Matter.Brodmann area 47 +393,Right Cerebrum.Frontal Lobe.Extra-Nuclear.Gray Matter.Brodmann area 47 +394,Left Cerebrum.Frontal-Temporal Space.*.*.* +395,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 32 +396,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 32 +397,Right Cerebrum.Frontal-Temporal Space.*.*.* +398,Left Cerebrum.Frontal-Temporal Space.Inferior Frontal Gyrus.*.* +399,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 47 +400,Left Cerebrum.Frontal Lobe.Extra-Nuclear.Gray Matter.Brodmann area 13 +401,Right Cerebrum.Sub-lobar.Extra-Nuclear.Gray Matter.Brodmann area 47 +402,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 47 +403,Left Cerebrum.Frontal Lobe.Extra-Nuclear.White Matter.* +404,Right Cerebrum.Frontal Lobe.Extra-Nuclear.White Matter.* +405,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 10 +406,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 10 +407,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 10 +408,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 10 +409,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 47 +410,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 10 +411,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 10 +412,Right Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 10 +413,Left Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 10 +414,Left Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 19 +415,Right Cerebrum.Occipital Lobe.Inferior Occipital Gyrus.Gray Matter.Brodmann area 19 +416,*.*.Sub-Gyral.*.* +417,Left Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 19 +418,Right Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 19 +419,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.*.* +420,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 37 +421,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 19 +422,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 37 +423,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 19 +424,Right Cerebrum.Limbic Lobe.Lingual Gyrus.White Matter.* +425,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 19 +426,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 19 +427,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 19 +428,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 19 +429,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 30 +430,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 30 +431,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 30 +432,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 27 +433,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 27 +434,Right Cerebrum.Temporal Lobe.*.White Matter.* +435,Left Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Tail +436,Right Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Tail +437,Left Brainstem.Midbrain.Thalamus.Gray Matter.Medial Geniculum Body +438,Right Brainstem.Midbrain.Thalamus.Gray Matter.Medial Geniculum Body +439,Left Cerebrum.Sub-lobar.Insula.White Matter.* +440,Right Cerebrum.Midbrain.*.*.* +441,Right Cerebrum.Sub-lobar.Insula.White Matter.* +442,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 22 +443,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 22 +444,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 13 +445,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 22 +446,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 22 +447,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 13 +448,Left Cerebrum.Sub-lobar.Insula.*.* +449,Left Cerebrum.Sub-lobar.Claustrum.Gray Matter.* +450,Right Cerebrum.Sub-lobar.Claustrum.Gray Matter.* +451,Right Cerebrum.Sub-lobar.Insula.*.* +452,Left Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Lateral Globus Pallidus +453,Left Brainstem.Midbrain.*.Gray Matter.Subthalamic Nucleus +454,Right Brainstem.Midbrain.*.Gray Matter.Subthalamic Nucleus +455,Right Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Lateral Globus Pallidus +456,Left Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Medial Globus Pallidus +457,Right Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.Medial Globus Pallidus +458,Left Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 22 +459,Right Brainstem.Midbrain.Extra-Nuclear.White Matter.* +460,Right Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 22 +461,Left Cerebrum.Sub-lobar.*.White Matter.* +462,Right Cerebrum.Sub-lobar.*.White Matter.* +463,Right Cerebrum.Temporal Lobe.Insula.*.* +464,Left Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Head +465,Right Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Head +466,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 47 +467,Right Cerebrum.Sub-lobar.Inferior Frontal Gyrus.Gray Matter.Brodmann area 47 +468,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 47 +469,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 24 +470,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 24 +471,Right Cerebrum.Frontal Lobe.*.Gray Matter.Brodmann area 10 +472,Right Cerebrum.*.Medial Frontal Gyrus.*.* +473,Left Cerebrum.Occipital Lobe.Cuneus.*.* +474,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 18 +475,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 17 +476,Right Cerebrum.Occipital Lobe.Cuneus.*.* +477,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 17 +478,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 18 +479,Left Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 19 +480,Right Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 19 +481,Left Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 30 +482,Right Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.Brodmann area 30 +483,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 10 +484,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 10 +485,Left Cerebrum.Occipital Lobe.Cuneus.White Matter.* +486,Right Cerebrum.Occipital Lobe.Cuneus.White Matter.* +487,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 18 +488,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.Brodmann area 18 +489,Left Cerebrum.Limbic Lobe.Lingual Gyrus.White Matter.* +490,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.* +491,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.* +492,Left Cerebrum.Temporal Lobe.*.White Matter.Caudate Tail +493,Left Cerebrum.Sub-lobar.Caudate.Gray Matter.* +494,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Caudate Tail +495,Right Cerebrum.Sub-lobar.Caudate.Gray Matter.* +496,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Caudate Tail +497,Left Cerebrum.Sub-lobar.*.Gray Matter.Lateral Geniculum Body +498,Left Brainstem.Midbrain.*.Gray Matter.Medial Geniculum Body +499,Right Brainstem.Midbrain.*.Gray Matter.Medial Geniculum Body +500,Right Cerebrum.Sub-lobar.*.Gray Matter.Lateral Geniculum Body +501,Left Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.* +502,Right Cerebrum.Midbrain.Extra-Nuclear.White Matter.* +503,Left Brainstem.Midbrain.*.White Matter.* +504,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Anterior Commissure +505,Inter-Hemispheric.*.*.White Matter.Anterior Commissure +506,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Anterior Commissure +507,Left Cerebrum.Frontal-Temporal Space.Superior Temporal Gyrus.*.* +508,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Corpus Callosum +509,Inter-Hemispheric.*.*.White Matter.Corpus Callosum +510,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Corpus Callosum +511,Left Cerebrum.Sub-lobar.Extra-Nuclear.Gray Matter.Brodmann area 47 +512,Left Cerebrum.Sub-lobar.Extra-Nuclear.Cerebro-Spinal Fluid.* +513,Right Cerebrum.Sub-lobar.Claustrum.White Matter.* +514,Left Cerebrum.Frontal Lobe.Sub-Gyral.White Matter.Corpus Callosum +515,Right Cerebrum.Frontal Lobe.Sub-Gyral.White Matter.Corpus Callosum +516,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 10 +517,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 10 +518,*.*.*.Gray Matter.* +519,Left Cerebrum.Occipital Lobe.*.Gray Matter.* +520,Left Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.* +521,Right Cerebrum.Occipital Lobe.Middle Occipital Gyrus.Gray Matter.* +522,Right Cerebrum.*.*.Gray Matter.* +523,*.*.Middle Occipital Gyrus.Gray Matter.* +524,Inter-Hemispheric.*.Lingual Gyrus.*.* +525,Right Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.* +526,Left Cerebrum.Limbic Lobe.Lingual Gyrus.Gray Matter.* +527,*.*.Middle Temporal Gyrus.Gray Matter.* +528,Left Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.* +529,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.* +530,*.Sub-lobar.Extra-Nuclear.White Matter.* +531,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.* +532,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.* +533,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.* +534,Inter-Hemispheric.Occipital Lobe.*.Gray Matter.* +535,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.* +536,Right Cerebrum.*.Cuneus.Gray Matter.* +537,Inter-Hemispheric.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 18 +538,Inter-Hemispheric.*.Cuneus.*.* +539,Right Cerebrum.Occipital Lobe.*.Gray Matter.* +540,Inter-Hemispheric.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 17 +541,Left Cerebrum.Occipital Lobe.Lingual Gyrus.Gray Matter.* +542,Right Cerebrum.*.Middle Occipital Gyrus.Gray Matter.* +543,Inter-Hemispheric.Occipital Lobe.Cuneus.*.* +544,Inter-Hemispheric.Occipital Lobe.Cuneus.Gray Matter.* +545,Inter-Hemispheric.Occipital Lobe.Lingual Gyrus.Gray Matter.* +546,Right Cerebrum.*.Middle Occipital Gyrus.*.* +547,Inter-Hemispheric.Occipital Lobe.*.*.* +548,Left Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.* +549,Right Cerebrum.Occipital Lobe.Inferior Temporal Gyrus.Gray Matter.* +550,*.*.Inferior Temporal Gyrus.Gray Matter.* +551,Right Cerebrum.*.Inferior Temporal Gyrus.Gray Matter.* +552,Left Cerebrum.Occipital Lobe.Sub-Gyral.Gray Matter.* +553,Left Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.* +554,Right Cerebrum.Temporal Lobe.Inferior Temporal Gyrus.Gray Matter.* +555,Right Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.* +556,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.*.* +557,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.* +558,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 37 +559,*.*.Culmen of Vermis.*.* +560,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 37 +561,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.*.* +562,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.White Matter.* +563,Right Cerebrum.*.Middle Temporal Gyrus.*.* +564,Right Cerebellum.Anterior Lobe.Culmen.Gray Matter.Brodmann area 19 +565,Left Cerebrum.Temporal Lobe.Lingual Gyrus.White Matter.* +566,Left Cerebrum.Temporal Lobe.Lingual Gyrus.Gray Matter.Brodmann area 19 +567,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.* +568,Right Cerebrum.Temporal Lobe.Lingual Gyrus.Gray Matter.Brodmann area 19 +569,Right Cerebrum.Temporal Lobe.Lingual Gyrus.White Matter.* +570,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.* +571,Left Cerebrum.Temporal Lobe.*.Cerebro-Spinal Fluid.Caudate Tail +572,Left Cerebrum.Temporal Lobe.*.White Matter.* +573,Right Cerebrum.Temporal Lobe.Extra-Nuclear.White Matter.* +574,Right Brainstem.*.*.*.* +575,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.* +576,Left Brainstem.Midbrain.Extra-Nuclear.White Matter.* +577,Right Cerebrum.*.Superior Temporal Gyrus.*.* +578,Left Cerebrum.Temporal Lobe.Insula.Gray Matter.* +579,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Posterior Lateral Nucleus +580,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Posterior Medial Nucleus +581,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Mammillary Body +582,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Mammillary Body +583,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Posterior Medial Nucleus +584,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Posterior Lateral Nucleus +585,Right Cerebrum.Sub-lobar.Insula.Gray Matter.* +586,Right Cerebrum.Temporal Lobe.Insula.Gray Matter.* +587,Left Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 22 +588,Right Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 22 +589,Left Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 13 +590,Right Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 13 +591,Left Cerebrum.Temporal Lobe.Insula.*.* +592,Left Cerebrum.Sub-lobar.Insula.Gray Matter.* +593,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Medial Globus Pallidus +594,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Lateral Globus Pallidus +595,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Lateral Globus Pallidus +596,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Putamen +597,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Putamen +598,Left Cerebrum.Sub-lobar.Caudate.Cerebro-Spinal Fluid.Caudate Head +599,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.* +600,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.* +601,Right Cerebrum.Sub-lobar.Caudate.Cerebro-Spinal Fluid.Caudate Head +602,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 45 +603,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 45 +604,Left Cerebrum.Sub-lobar.Inferior Frontal Gyrus.Gray Matter.Brodmann area 47 +605,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.* +606,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.* +607,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 46 +608,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 46 +609,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.* +610,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 32 +611,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.* +612,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 32 +613,Right Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.* +614,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.* +615,Left Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.* +616,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.* +617,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.* +618,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.* +619,Inter-Hemispheric.Frontal Lobe.*.*.* +620,Right Cerebrum.Frontal Lobe.*.Gray Matter.* +621,Inter-Hemispheric.Sub-lobar.Extra-Nuclear.White Matter.* +622,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Pulvinar +623,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Pulvinar +624,Inter-Hemispheric.*.*.Cerebro-Spinal Fluid.Optic Tract +625,Left Cerebrum.Temporal Lobe.Middle Occipital Gyrus.*.* +626,Right Cerebrum.Temporal Lobe.Middle Occipital Gyrus.*.* +627,Right Cerebrum.Temporal Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 37 +628,Left Cerebrum.Temporal Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 37 +629,Left Cerebrum.Temporal Lobe.Middle Occipital Gyrus.White Matter.* +630,Right Cerebrum.Temporal Lobe.Middle Occipital Gyrus.White Matter.* +631,Left Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 18 +632,Right Cerebrum.Limbic Lobe.Parahippocampal Gyrus.Gray Matter.Brodmann area 18 +633,Inter-Hemispheric.Sub-lobar.Extra-Nuclear.Cerebro-Spinal Fluid.Optic Tract +634,Right Cerebrum.Sub-lobar.Superior Temporal Gyrus.Gray Matter.Brodmann area 22 +635,Left Cerebrum.Temporal Lobe.Insula.White Matter.* +636,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Medial Dorsal Nucleus +637,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Medial Dorsal Nucleus +638,Left Cerebrum.Sub-lobar.Extra-Nuclear.Cerebro-Spinal Fluid.Optic Tract +639,Right Cerebrum.*.*.Cerebro-Spinal Fluid.Optic Tract +640,Right Cerebrum.Sub-lobar.Lentiform Nucleus.Gray Matter.* +641,Right Cerebrum.Sub-lobar.Extra-Nuclear.Cerebro-Spinal Fluid.Optic Tract +642,Right Cerebrum.Sub-lobar.Superior Temporal Gyrus.*.* +643,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Lateral Nucleus +644,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Lateral Nucleus +645,Right Cerebrum.*.Thalamus.Gray Matter.* +646,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Anterior Nucleus +647,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Ventral Anterior Nucleus +648,Left Cerebrum.Frontal-Temporal Space.Insula.*.* +649,Left Cerebrum.Frontal Lobe.Insula.*.* +650,Right Cerebrum.Sub-lobar.Inferior Frontal Gyrus.*.* +651,Inter-Hemispheric.Sub-lobar.Extra-Nuclear.White Matter.Corpus Callosum +652,Right Cerebrum.*.*.White Matter.Corpus Callosum +653,Right Cerebrum.Sub-lobar.Inferior Frontal Gyrus.Gray Matter.Brodmann area 45 +654,Left Cerebrum.Sub-lobar.Inferior Frontal Gyrus.*.* +655,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 45 +656,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 45 +657,Right Cerebrum.Sub-lobar.*.White Matter.Corpus Callosum +658,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 46 +659,Inter-Hemispheric.Frontal Lobe.Medial Frontal Gyrus.*.* +660,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 30 +661,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 30 +662,Left Cerebrum.Limbic Lobe.Posterior Cingulate.White Matter.* +663,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 30 +664,Right Cerebrum.Limbic Lobe.Posterior Cingulate.White Matter.* +665,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 30 +666,Left Cerebrum.Occipital Lobe.Posterior Cingulate.White Matter.* +667,Left Cerebrum.Limbic Lobe.Posterior Cingulate.*.* +668,Right Cerebrum.Limbic Lobe.Posterior Cingulate.*.* +669,Right Cerebrum.Occipital Lobe.Posterior Cingulate.Gray Matter.Brodmann area 30 +670,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 29 +671,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 29 +672,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 41 +673,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 41 +674,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 42 +675,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 42 +676,Right Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Pulvinar +677,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Ventral Posterior Lateral Nucleus +678,Left Cerebrum.Temporal Lobe.Precentral Gyrus.*.* +679,Left Cerebrum.Frontal Lobe.Precentral Gyrus.*.* +680,Right Cerebrum.Frontal Lobe.Precentral Gyrus.*.* +681,Right Cerebrum.Temporal Lobe.Precentral Gyrus.*.* +682,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 6 +683,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 6 +684,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Anterior Nucleus +685,Left Cerebrum.Frontal Lobe.Precentral Gyrus.White Matter.* +686,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Anterior Nucleus +687,Right Cerebrum.Frontal Lobe.Precentral Gyrus.White Matter.* +688,Inter-Hemispheric.*.*.White Matter.* +689,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 44 +690,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 44 +691,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 44 +692,Left Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Body +693,Right Cerebrum.Sub-lobar.Caudate.Gray Matter.Caudate Body +694,Left Cerebrum.Limbic Lobe.Anterior Cingulate.White Matter.Corpus Callosum +695,Right Cerebrum.Limbic Lobe.Anterior Cingulate.White Matter.Corpus Callosum +696,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 46 +697,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 46 +698,Left Cerebrum.*.Middle Occipital Gyrus.*.* +699,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 19 +700,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 19 +701,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.White Matter.* +702,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 39 +703,Left Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 39 +704,Right Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 39 +705,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 39 +706,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 23 +707,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 23 +708,Left Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 39 +709,Right Cerebrum.Temporal Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 39 +710,Inter-Hemispheric.Limbic Lobe.Posterior Cingulate.*.* +711,Left Cerebrum.Limbic Lobe.Extra-Nuclear.White Matter.Corpus Callosum +712,Right Cerebrum.Limbic Lobe.Extra-Nuclear.White Matter.Corpus Callosum +713,Left Cerebrum.Limbic Lobe.Sub-Gyral.White Matter.Corpus Callosum +714,Inter-Hemispheric.Limbic Lobe.Extra-Nuclear.White Matter.Corpus Callosum +715,Right Cerebrum.Limbic Lobe.Sub-Gyral.White Matter.Corpus Callosum +716,*.*.Superior Temporal Gyrus.*.* +717,Left Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.White Matter.* +718,Right Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.White Matter.* +719,Right Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.Gray Matter.Brodmann area 41 +720,Left Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.Gray Matter.Brodmann area 41 +721,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 41 +722,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 41 +723,Left Cerebrum.Sub-lobar.Transverse Temporal Gyrus.Gray Matter.Brodmann area 41 +724,Left Cerebrum.Sub-lobar.Transverse Temporal Gyrus.White Matter.* +725,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Lateral Posterior Nucleus +726,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Lateral Posterior Nucleus +727,Right Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.Gray Matter.Brodmann area 42 +728,Left Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.*.* +729,Left Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.Gray Matter.Brodmann area 42 +730,Right Cerebrum.Temporal Lobe.Transverse Temporal Gyrus.*.* +731,Right Cerebrum.Temporal Lobe.Precentral Gyrus.White Matter.* +732,Left Cerebrum.Frontal Lobe.Transverse Temporal Gyrus.White Matter.* +733,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 13 +734,Left Cerebrum.Sub-lobar.Precentral Gyrus.Gray Matter.Brodmann area 13 +735,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 13 +736,Left Cerebrum.*.Transverse Temporal Gyrus.*.* +737,Left Cerebrum.Temporal Lobe.Precentral Gyrus.White Matter.* +738,Left Cerebrum.Temporal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 43 +739,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 43 +740,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 43 +741,Right Cerebrum.Temporal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 42 +742,Left Cerebrum.Temporal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 42 +743,Left Cerebrum.*.Precentral Gyrus.*.* +744,Inter-Hemispheric.Sub-lobar.Lateral Ventricle.Cerebro-Spinal Fluid.* +745,Right Cerebrum.*.Precentral Gyrus.*.* +746,Left Cerebrum.Frontal Lobe.Insula.White Matter.* +747,Right Cerebrum.Frontal Lobe.Insula.White Matter.* +748,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 44 +749,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 44 +750,Left Cerebrum.Limbic Lobe.Extra-Nuclear.*.* +751,Right Cerebrum.Limbic Lobe.Extra-Nuclear.*.* +752,Inter-Hemispheric.Limbic Lobe.Anterior Cingulate.*.* +753,Left Cerebrum.*.Middle Frontal Gyrus.*.* +754,Right Cerebrum.*.*.Gray Matter.Brodmann area 10 +755,Inter-Hemispheric.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 10 +756,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 31 +757,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 31 +758,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 18 +759,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.* +760,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 18 +761,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.* +762,Left Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 23 +763,Right Cerebrum.Limbic Lobe.Posterior Cingulate.Gray Matter.Brodmann area 23 +764,Left Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 22 +765,Left Cerebrum.*.Superior Temporal Gyrus.Gray Matter.Brodmann area 22 +766,Right Cerebrum.Occipital Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 22 +767,Left Cerebrum.Occipital Lobe.Superior Temporal Gyrus.Gray Matter.Brodmann area 22 +768,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 41 +769,Right Cerebrum.Temporal Lobe.Insula.White Matter.* +770,Left Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 41 +771,Right Cerebrum.Temporal Lobe.Insula.Gray Matter.Brodmann area 41 +772,Left Cerebrum.Temporal Lobe.Postcentral Gyrus.*.* +773,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.*.* +774,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 40 +775,Left Cerebrum.Parietal Lobe.Insula.White Matter.* +776,Left Cerebrum.Sub-lobar.Extra-Nuclear.White Matter.Pulvinar +777,Right Cerebrum.Parietal Lobe.Insula.White Matter.* +778,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 40 +779,Right Cerebrum.Temporal Lobe.Postcentral Gyrus.*.* +780,Right Cerebrum.Parietal Lobe.Superior Temporal Gyrus.*.* +781,Right Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 40 +782,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.*.* +783,Left Cerebrum.Parietal Lobe.Superior Temporal Gyrus.*.* +784,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.White Matter.* +785,Left Cerebrum.Sub-lobar.Insula.Gray Matter.Brodmann area 40 +786,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.White Matter.* +787,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Lateral Dorsal Nucleus +788,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Lateral Dorsal Nucleus +789,Left Cerebrum.*.Postcentral Gyrus.*.* +790,Left Cerebrum.Sub-lobar.Thalamus.Gray Matter.Midline Nucleus +791,Right Cerebrum.Sub-lobar.Thalamus.Gray Matter.Midline Nucleus +792,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 43 +793,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 43 +794,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.* +795,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.* +796,Left Cerebrum.Parietal Lobe.Sub-Gyral.White Matter.* +797,Right Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 43 +798,Right Cerebrum.Parietal Lobe.Sub-Gyral.White Matter.* +799,Left Cerebrum.Parietal Lobe.*.*.* +800,Left Cerebrum.Parietal Lobe.Precentral Gyrus.White Matter.* +801,Left Cerebrum.Parietal Lobe.Extra-Nuclear.White Matter.* +802,Right Cerebrum.Parietal Lobe.Precentral Gyrus.White Matter.* +803,Left Cerebrum.Parietal Lobe.Precentral Gyrus.*.* +804,Left Cerebrum.Parietal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 4 +805,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 4 +806,Right Cerebrum.Parietal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 4 +807,Right Cerebrum.Parietal Lobe.Precentral Gyrus.*.* +808,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 4 +809,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 6 +810,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 6 +811,Left Cerebrum.*.Inferior Frontal Gyrus.*.* +812,*.*.Middle Frontal Gyrus.*.* +813,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 9 +814,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 9 +815,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 9 +816,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 9 +817,Left Cerebrum.*.Superior Frontal Gyrus.*.* +818,Left Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 19 +819,Right Cerebrum.Temporal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 19 +820,Left Cerebrum.Temporal Lobe.Middle Occipital Gyrus.Gray Matter.Brodmann area 19 +821,Left Cerebrum.Occipital Lobe.Precuneus.White Matter.* +822,Right Cerebrum.Occipital Lobe.Precuneus.White Matter.* +823,Left Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 31 +824,Right Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 31 +825,Left Cerebrum.Occipital Lobe.Precuneus.*.* +826,Left Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 18 +827,Right Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 18 +828,Right Cerebrum.Occipital Lobe.Precuneus.*.* +829,Left Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 23 +830,Right Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 23 +831,Left Cerebrum.Sub-lobar.Posterior Cingulate.White Matter.* +832,Right Cerebrum.Sub-lobar.Posterior Cingulate.White Matter.* +833,Left Cerebrum.Frontal Lobe.Postcentral Gyrus.White Matter.* +834,Right Cerebrum.Frontal Lobe.Postcentral Gyrus.White Matter.* +835,Left Cerebrum.Frontal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 4 +836,Right Cerebrum.Frontal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 4 +837,*.*.Precentral Gyrus.*.* +838,Left Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 33 +839,Right Cerebrum.Limbic Lobe.Anterior Cingulate.Gray Matter.Brodmann area 33 +840,Inter-Hemispheric.*.Anterior Cingulate.*.* +841,Left Cerebrum.Frontal Lobe.Anterior Cingulate.Gray Matter.Brodmann area 9 +842,*.*.Cuneus.*.* +843,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 19 +844,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 19 +845,*.*.Superior Occipital Gyrus.*.* +846,Left Cerebrum.Occipital Lobe.Superior Occipital Gyrus.*.* +847,Right Cerebrum.Occipital Lobe.Superior Occipital Gyrus.*.* +848,Left Cerebrum.Occipital Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 19 +849,Right Cerebrum.Occipital Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 19 +850,Left Cerebrum.Occipital Lobe.Superior Occipital Gyrus.White Matter.* +851,Right Cerebrum.Occipital Lobe.Superior Occipital Gyrus.White Matter.* +852,Left Cerebrum.Temporal Lobe.Superior Occipital Gyrus.*.* +853,Right Cerebrum.Temporal Lobe.Superior Occipital Gyrus.*.* +854,Left Cerebrum.Temporal Lobe.Cuneus.White Matter.* +855,Right Cerebrum.Temporal Lobe.Cuneus.White Matter.* +856,Left Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 31 +857,Left Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 18 +858,Right Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 18 +859,Right Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 31 +860,Left Cerebrum.Parietal Lobe.Precuneus.White Matter.* +861,Left Cerebrum.Parietal Lobe.Precuneus.*.* +862,Right Cerebrum.Parietal Lobe.Precuneus.*.* +863,Right Cerebrum.Temporal Lobe.Precuneus.Gray Matter.Brodmann area 31 +864,Right Cerebrum.Parietal Lobe.Precuneus.White Matter.* +865,*.Frontal Lobe.Middle Temporal Gyrus.Gray Matter.Brodmann area 39 +866,Right Cerebrum.Temporal Lobe.Precuneus.White Matter.* +867,Left Cerebrum.Temporal Lobe.Precuneus.White Matter.* +868,Left Cerebrum.Temporal Lobe.Supramarginal Gyrus.*.* +869,Left Cerebrum.Temporal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 40 +870,Left Cerebrum.Temporal Lobe.Supramarginal Gyrus.White Matter.* +871,Right Cerebrum.Temporal Lobe.Supramarginal Gyrus.White Matter.* +872,Right Cerebrum.Temporal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 40 +873,Right Cerebrum.Temporal Lobe.Supramarginal Gyrus.*.* +874,Left Cerebrum.Temporal Lobe.Inferior Parietal Lobule.White Matter.* +875,Right Cerebrum.Parietal Lobe.Extra-Nuclear.White Matter.* +876,Right Cerebrum.Temporal Lobe.Inferior Parietal Lobule.White Matter.* +877,Left Cerebrum.Temporal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 40 +878,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 40 +879,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.White Matter.* +880,Right Cerebrum.Parietal Lobe.Inferior Parietal Lobule.White Matter.* +881,Right Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 40 +882,Left Cerebrum.Parietal Lobe.Supramarginal Gyrus.*.* +883,Right Cerebrum.Parietal Lobe.Supramarginal Gyrus.*.* +884,Left Cerebrum.Temporal Lobe.Inferior Parietal Lobule.*.* +885,Right Cerebrum.Temporal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 40 +886,Right Cerebrum.Temporal Lobe.Inferior Parietal Lobule.*.* +887,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.*.* +888,Inter-Hemispheric.Limbic Lobe.*.*.* +889,Right Cerebrum.Parietal Lobe.Inferior Parietal Lobule.*.* +890,Left Cerebrum.Limbic Lobe.*.White Matter.* +891,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 2 +892,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 2 +893,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 1 +894,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 1 +895,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 3 +896,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 3 +897,Left Cerebrum.Frontal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 3 +898,Right Cerebrum.Frontal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 3 +899,Left Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 9 +900,Right Cerebrum.Frontal Lobe.Inferior Frontal Gyrus.Gray Matter.Brodmann area 9 +901,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 9 +902,Left Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 9 +903,Right Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 9 +904,Inter-Hemispheric.*.Superior Frontal Gyrus.*.* +905,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 31 +906,Left Cerebrum.Temporal Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 39 +907,Right Cerebrum.Temporal Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 39 +908,Left Cerebrum.Occipital Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 39 +909,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 31 +910,Right Cerebrum.Occipital Lobe.Superior Occipital Gyrus.Gray Matter.Brodmann area 39 +911,Left Cerebrum.Limbic Lobe.Precuneus.*.* +912,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.*.* +913,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.*.* +914,Right Cerebrum.Limbic Lobe.Precuneus.*.* +915,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 31 +916,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 31 +917,Left Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 39 +918,Right Cerebrum.Temporal Lobe.Sub-Gyral.Gray Matter.Brodmann area 39 +919,Left Cerebrum.Limbic Lobe.Precuneus.White Matter.* +920,Left Cerebrum.Limbic Lobe.Precuneus.Gray Matter.Brodmann area 31 +921,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.White Matter.* +922,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.White Matter.* +923,Right Cerebrum.Limbic Lobe.Precuneus.Gray Matter.Brodmann area 31 +924,Right Cerebrum.Limbic Lobe.Precuneus.White Matter.* +925,Left Cerebrum.Occipital Lobe.Superior Temporal Gyrus.*.* +926,Right Cerebrum.Occipital Lobe.Superior Temporal Gyrus.*.* +927,Left Cerebrum.Parietal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 40 +928,Right Cerebrum.Parietal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 40 +929,Left Cerebrum.Parietal Lobe.Supramarginal Gyrus.White Matter.* +930,Right Cerebrum.Parietal Lobe.Supramarginal Gyrus.White Matter.* +931,*.*.Supramarginal Gyrus.*.* +932,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 31 +933,*.*.Inferior Parietal Lobule.*.* +934,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 23 +935,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 23 +936,Left Cerebrum.Frontal Lobe.Inferior Parietal Lobule.White Matter.* +937,Right Cerebrum.Frontal Lobe.Inferior Parietal Lobule.White Matter.* +938,Left Cerebrum.Parietal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 3 +939,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 3 +940,Right Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 3 +941,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 24 +942,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 24 +943,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 9 +944,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 9 +945,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 32 +946,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 32 +947,Left Cerebrum.Limbic Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 32 +948,Right Cerebrum.Limbic Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 32 +949,Left Cerebrum.Limbic Lobe.Medial Frontal Gyrus.*.* +950,Right Cerebrum.Limbic Lobe.Medial Frontal Gyrus.*.* +951,Right Cerebrum.*.Cuneus.*.* +952,Left Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 7 +953,Right Cerebrum.Occipital Lobe.Cuneus.Gray Matter.Brodmann area 7 +954,*.*.Angular Gyrus.*.* +955,Left Cerebrum.Occipital Lobe.Angular Gyrus.*.* +956,Right Cerebrum.Occipital Lobe.Angular Gyrus.*.* +957,Left Cerebrum.Temporal Lobe.Angular Gyrus.*.* +958,Left Cerebrum.Temporal Lobe.Angular Gyrus.Gray Matter.Brodmann area 39 +959,Right Cerebrum.Temporal Lobe.Angular Gyrus.Gray Matter.Brodmann area 39 +960,Right Cerebrum.Temporal Lobe.Angular Gyrus.*.* +961,Left Cerebrum.Temporal Lobe.Angular Gyrus.White Matter.* +962,Right Cerebrum.Temporal Lobe.Angular Gyrus.White Matter.* +963,Left Cerebrum.Parietal Lobe.Cuneus.White Matter.* +964,Right Cerebrum.Parietal Lobe.Cuneus.White Matter.* +965,Left Cerebrum.Parietal Lobe.Angular Gyrus.White Matter.* +966,Right Cerebrum.Parietal Lobe.Angular Gyrus.White Matter.* +967,Left Cerebrum.Parietal Lobe.Angular Gyrus.Gray Matter.Brodmann area 39 +968,Left Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 7 +969,Right Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 7 +970,Right Cerebrum.Parietal Lobe.Angular Gyrus.Gray Matter.Brodmann area 39 +971,Left Cerebrum.Occipital Lobe.Precuneus.Gray Matter.Brodmann area 7 +972,Right Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 7 +973,*.Parietal Lobe.*.*.* +974,Left Cerebrum.Parietal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 39 +975,Right Cerebrum.Parietal Lobe.Supramarginal Gyrus.Gray Matter.Brodmann area 39 +976,Right Cerebrum.*.Precuneus.*.* +977,Right Cerebrum.Parietal Lobe.*.*.* +978,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 2 +979,Left Cerebrum.Frontal Lobe.Postcentral Gyrus.*.* +980,Right Cerebrum.Frontal Lobe.Postcentral Gyrus.*.* +981,Left Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 9 +982,Right Cerebrum.Limbic Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 9 +983,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 9 +984,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 9 +985,Left Cerebrum.Parietal Lobe.Cuneus.*.* +986,Left Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 19 +987,Right Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 19 +988,Inter-Hemispheric.*.Precuneus.*.* +989,Right Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 39 +990,Left Cerebrum.Parietal Lobe.Precuneus.Gray Matter.Brodmann area 39 +991,Right Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 39 +992,Left Cerebrum.Parietal Lobe.Angular Gyrus.Gray Matter.Brodmann area 40 +993,Right Cerebrum.Parietal Lobe.Angular Gyrus.Gray Matter.Brodmann area 40 +994,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 31 +995,Left Cerebrum.Parietal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 31 +996,Left Cerebrum.Parietal Lobe.Cingulate Gyrus.*.* +997,Right Cerebrum.Parietal Lobe.Cingulate Gyrus.*.* +998,Right Cerebrum.Parietal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 31 +999,Left Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 40 +1000,Right Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 40 +1001,Left Cerebrum.Frontal Lobe.Cingulate Gyrus.White Matter.* +1002,Right Cerebrum.Frontal Lobe.Cingulate Gyrus.White Matter.* +1003,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 4 +1004,Left Cerebrum.Frontal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 9 +1005,Left Cerebrum.Frontal Lobe.Cingulate Gyrus.*.* +1006,Left Cerebrum.Frontal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 32 +1007,Right Cerebrum.Frontal Lobe.Cingulate Gyrus.*.* +1008,Right Cerebrum.Frontal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 32 +1009,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 6 +1010,Left Cerebrum.Frontal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 6 +1011,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 6 +1012,Right Cerebrum.Frontal Lobe.Cingulate Gyrus.Gray Matter.Brodmann area 6 +1013,*.*.Precuneus.*.* +1014,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 39 +1015,Right Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 39 +1016,Left Cerebrum.Frontal Lobe.Precuneus.Gray Matter.Brodmann area 31 +1017,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 31 +1018,Left Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 2 +1019,Right Cerebrum.Parietal Lobe.Precentral Gyrus.Gray Matter.Brodmann area 3 +1020,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 24 +1021,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 24 +1022,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 6 +1023,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 6 +1024,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 6 +1025,Left Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 8 +1026,Right Cerebrum.Frontal Lobe.Middle Frontal Gyrus.Gray Matter.Brodmann area 8 +1027,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 8 +1028,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 8 +1029,Left Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 32 +1030,Right Cerebrum.Limbic Lobe.Sub-Gyral.Gray Matter.Brodmann area 32 +1031,Left Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 32 +1032,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 32 +1033,Left Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 8 +1034,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 8 +1035,Left Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 8 +1036,Right Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 8 +1037,Left Cerebrum.Parietal Lobe.Superior Parietal Lobule.*.* +1038,Right Cerebrum.Parietal Lobe.Superior Parietal Lobule.*.* +1039,Left Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 7 +1040,Right Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 7 +1041,Left Cerebrum.Parietal Lobe.Superior Parietal Lobule.White Matter.* +1042,Right Cerebrum.Parietal Lobe.Superior Parietal Lobule.White Matter.* +1043,Left Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 7 +1044,Right Cerebrum.Parietal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 7 +1045,Left Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 31 +1046,Left Cerebrum.Frontal Lobe.Paracentral Lobule.*.* +1047,Inter-Hemispheric.*.Paracentral Lobule.*.* +1048,Right Cerebrum.Frontal Lobe.Paracentral Lobule.*.* +1049,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 31 +1050,Right Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 31 +1051,Left Cerebrum.Frontal Lobe.Paracentral Lobule.White Matter.* +1052,Right Cerebrum.Frontal Lobe.Paracentral Lobule.White Matter.* +1053,Left Cerebrum.Limbic Lobe.Paracentral Lobule.Gray Matter.Brodmann area 31 +1054,Left Cerebrum.Limbic Lobe.Paracentral Lobule.White Matter.* +1055,Right Cerebrum.Limbic Lobe.Paracentral Lobule.White Matter.* +1056,Left Cerebrum.Limbic Lobe.Paracentral Lobule.*.* +1057,Right Cerebrum.Limbic Lobe.Paracentral Lobule.*.* +1058,Inter-Hemispheric.*.Cingulate Gyrus.*.* +1059,Inter-Hemispheric.*.Medial Frontal Gyrus.*.* +1060,*.*.Superior Parietal Lobule.*.* +1061,Left Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 40 +1062,Right Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 40 +1063,Left Cerebrum.Parietal Lobe.Paracentral Lobule.White Matter.* +1064,Left Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 5 +1065,Left Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 7 +1066,Right Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 7 +1067,Right Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 5 +1068,Left Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 5 +1069,Right Cerebrum.Frontal Lobe.Precuneus.*.* +1070,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 5 +1071,Left Cerebrum.Parietal Lobe.Paracentral Lobule.*.* +1072,Right Cerebrum.Parietal Lobe.Paracentral Lobule.*.* +1073,Right Cerebrum.Parietal Lobe.Paracentral Lobule.White Matter.* +1074,Right Cerebrum.Frontal Lobe.Precuneus.White Matter.* +1075,Left Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 6 +1076,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 6 +1077,Left Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 6 +1078,Right Cerebrum.Frontal Lobe.Superior Frontal Gyrus.Gray Matter.Brodmann area 6 +1079,Right Cerebrum.*.Superior Parietal Lobule.*.* +1080,Left Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 7 +1081,Right Cerebrum.Parietal Lobe.Sub-Gyral.Gray Matter.Brodmann area 7 +1082,Right Cerebrum.Frontal Lobe.Inferior Parietal Lobule.Gray Matter.Brodmann area 40 +1083,Left Cerebrum.Frontal Lobe.Precuneus.Gray Matter.Brodmann area 5 +1084,Left Cerebrum.Frontal Lobe.Precuneus.White Matter.* +1085,Left Cerebrum.Frontal Lobe.Precuneus.*.* +1086,Right Cerebrum.Frontal Lobe.Precuneus.Gray Matter.Brodmann area 5 +1087,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 7 +1088,Left Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 3 +1089,Left Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 4 +1090,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 4 +1091,Right Cerebrum.Frontal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 3 +1092,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 3 +1093,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 4 +1094,Right Cerebrum.Frontal Lobe.Sub-Gyral.Gray Matter.Brodmann area 6 +1095,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 5 +1096,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 5 +1097,Left Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 5 +1098,Right Cerebrum.Parietal Lobe.Superior Parietal Lobule.Gray Matter.Brodmann area 5 +1099,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 4 +1100,Right Cerebrum.Frontal Lobe.Medial Frontal Gyrus.Gray Matter.Brodmann area 4 +1101,Left Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 7 +1102,Right Cerebrum.Parietal Lobe.Postcentral Gyrus.Gray Matter.Brodmann area 7 +1103,Inter-Hemispheric.*.Postcentral Gyrus.*.* +1104,Left Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 4 +1105,Right Cerebrum.Parietal Lobe.Paracentral Lobule.Gray Matter.Brodmann area 4