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= Morphometry Stats = = Morphometry Stats and Global Measure of Volume =
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== Gray Matter and White Matter Volume ==
Estimation of the gray matter and white matter volumes is calculated from the surfaces and not from the aseg labels.
<<BR>>It is worth noting that in cases where the data is of very poor quality and surfaces cannot be reconstructed, but the aseg is fairly accurate, then gm and wm volume can be taken from the aseg (this will require an extra flag to get these values in the stats files instead of the surface-based values).
This page describes the various global measures of brain volume
provided with FreeSurfer as of version 5.2 and later. The calculations
are not as simple as just adding up the number of voxels in a
particular structure because we exploit the fact that we can get much
better accuracy with surface-based calculations. For 5.2 and later,
brain stem is not included in these measures because the amount of
brain stem changes depending upon the field of view of the volume
acquisition.
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Surface-based volume is calculated as: After recon-all finishes, there will be a file called
subject/stats/aseg.stats. This is a table volume and intensity
statistics for each segmentation. It also contains the following
metrics:

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Volume = Surface Area x Thickness # Measure BrainSeg, BrainSegVol, Brain Segmentation Volume, 1126237.000000, mm^3
# Measure BrainSegNotVent, BrainSegVolNotVent, Brain Segmentation Volume Without Ventricles, 1111880.000000, mm^3
# Measure lhCortex, lhCortexVol, Left hemisphere cortical gray matter volume, 241564.568351, mm^3
# Measure rhCortex, rhCortexVol, Right hemisphere cortical gray matter volume, 233961.051724, mm^3
# Measure Cortex, CortexVol, Total cortical gray matter volume, 475525.620074, mm^3
# Measure lhCorticalWhiteMatter, lhCorticalWhiteMatterVol, Left hemisphere cortical white matter volume, 235960.335754, mm^3
# Measure rhCorticalWhiteMatter, rhCorticalWhiteMatterVol, Right hemisphere cortical white matter volume, 234141.666979, mm^3
# Measure CorticalWhiteMatter, CorticalWhiteMatterVol, Total cortical white matter volume, 470102.002733, mm^3
# Measure SubCortGray, SubCortGrayVol, Subcortical gray matter volume, 55372.000000, mm^3
# Measure TotalGray, TotalGrayVol, Total gray matter volume, 611801.620074, mm^3
# Measure SupraTentorial, SupraTentorialVol, Supratentorial volume, 1016590.622807, mm^3
# Measure SupraTentorialNotVent, SupraTentorialVolNotVent, Supratentorial volume, 1002233.622807, mm^3
# Measure Mask, MaskVol, Mask Volume, 1556214.000000, mm^3
# Measure EstimatedTotalIntraCranialVol, eTIV, Estimated Total Intracranial Volume, 1480005.051398, mm^3
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Surface-based measures of cortical gray matter and white matter volume can be found in the header of the aseg.stats file. Below, the names of these measures are listed along with how they are defined:
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<<BR>>'''lhCortex''' & '''rhCortex''' -> per hemi gray matter volume based on the pial surface
 *everything between the pial and white surface for that hemisphere excluding any of the following that may fall within the pial surface (as labeled by the aseg.mgz): subcortical gray matter (full list below in Additional Calculated Volumes section), ventricles, vessels, and choroid plexus.
<<BR>>'''Cortex''' -> total gray matter volume (lh + rh) based on the pial surface
 *everything between the pial and white surface for both hemispheres excluding any of the following that may fall within the pial surface (as labeled by the aseg.mgz): subcortical gray matter (full list below in Additional Calculated Volumes section), ventricles, vessels, and choroid plexus.
<<BR>>'''lhCorticalWhiteMatter''' & '''rhCorticalWhiteMatter''' -> per hemi white matter volume based on the white surface
 *everything within the white surface for that hemisphere excluding any of the following that may fall within the white surface (as labeled by the aseg.mgz): subcortical gray matter (full list below in Additional Calculated Volumes section), ventricles, vessels, and choroid plexus.
<<BR>>'''!CorticalWhiteMatter''' -> total white matter volume (lh + rh) based on the white surface
 *everything within the white surface for both hemispheres excluding any of the following that may fall within the white surface (as labeled by the aseg.mgz): subcortical gray matter (full list below in Additional Calculated Volumes section), ventricles, vessels, and choroid plexus.
'''!BrainSeg''' - volume of all voxels in the aparc+aseg.mgz that are neither
background nor brain stem. This is the same as pre-5.2 versions except
that brain stem is not included. This will also include the "vessel",
"optic-chiasm", and "CSF" segmentations. This is just a simple count
of voxels.
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'''!BrainSegNotVent''' - same as !BrainSeg without ventricles (lateral,
inferor lateral) and choroid plexus.
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##More specifically, the '''!CorticalWhiteMatter''' measurement is calculated by determining which voxels are within the WM surface. Only the voxels with the following labels in the aseg are counted: ##Left_Cerebral_Cortex, Right_Cerebral_Cortex, Left_Cerebral_White_Matter, Right_Cerebral_White_Matter, Left_WM_hypointensities, Right_WM_hypointensities, CC_Posterior, CC_Mid_Posterior, CC_Central, ##CC_Mid_Anterior, and CC_Anterior. '''lhCortex,rhCortex,Cortex''' - volume inside the pial surface minus the volume
inside the white surface minus tissue inside the ribbon that is not
part of cortex (eg, hippocampus). This uses the surface-based volume
calculation and is not a voxel count. It is approximately equal to the
count of cortical label voxels in aparc+aseg.mgz.
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##'''Note''': The *_Cortex labels are included when calculating the '''!CorticalWhiteMatter''' measurement to catch the partially volumed voxels. '''lhCorticalWhiteMatter,rhCorticalWhiteMatter,!CorticalWhiteMatter'''
- volume inside the white surface minus anything that is not
WM. !CorticalWhiteMatter includes hypointensities. This uses the
surface-based volume computation for part of the calculatgion and
counts voxels for "anything not in WM" part. It is approximately equal
to the count of WM voxels in aparc+aseg.mgz.
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== Additional Calculated Volumes ==
In the aseg.stats header, you will also find the following volumes:
'''!SubCortGray''' - includes thalamus, caudate, hippocampus, amygdala,
accumbens, ventral DC, substancia nigra (if there). This is a simple
voxel count of structures identified as subcortical GM. The function
used to define this is !IsSubCorticalGray() in cma.c. NOTE:
!SubCortGray excludes brain stem with 5.2.
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<<BR>>'''!SubCortGray''' -> volume-based measure of subcortical gray matter based on the labeled structures in the aseg.mgz
 *thalamus, caudate, putamen, pallidum, hippocampus, amygdala,
 accumbens, VentralDC, cerebellar cortex, brain stem (note: brain stem
 will not be included in version 5.2 and higher).
<<BR>>'''!TotalGray''' -> '''Cortex''' + '''!SubCortGray'''
 *everything between the pial and white surface for both hemispheres + thalamus, caudate, putamen, pallidum, hippocampus, amygdala, accumbens, VentralDC
<<BR>>'''!SupraTentorial''' -> '''Cortex''' + '''!CorticalWhiteMatter''' + '''!SubCortGray''' (essentially, everything above the tentorium within the pial surface plus the subcortical volumes)
 *everything within both the pial and white surfaces + lateral ventricles, inferior lateral ventricles, choroid plexus, wm hypointensities, corpus callosum, thalamus, caudate, putamen, pallidum, hippocampus, amygdala, accumbens, VentralDC.
<<BR>>'''!IntraCranialVol''' -> estimated Total Intracranial vol ([[eTIV|eTIV]])
'''!TotalGray''' - total gray matter volume. This is simply the sum of
!SubCortGray + lhCortex + rhCortex + CerebellumGM. As such, it includes
both surface-based volume calculations and voxel counts.
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'''!SupraTentorial''' - includes everything except cerebellum (GM and WM) and
brain stem. It is computed based on everything inside the pial surface
plus any structures that might fall partially or totally outside of the pial, eg,
hippocampus, amygdala, corpus callosum, ventral DC, thalamus,
ventricles, and choroid plexus. The function that determines the
volume of structures outside of the supratentorium is
!SupraTentorialVolCorrection() in cma.c. Note that !SupraTentorial
includes ventricle, choroid plexus, and vessel. This uses
surface-based volume calculations and voxel counts.
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'''!SupraTentorialNotVent''' - same as SupraTentorial but subracting
the volume ventricles (lateral, inferor lateral) and choroid plexus.
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== Subcortical Volumes ==
The volume for all the subcortical structures segmented by the aseg.mgz can also be found in the aseg.stats file. For each structure, you will find the number of voxels, mean intensity across the structure, the standard deviation, Min, Max and Range of the intensity across the structure. The structures that are segmented are:
'''Mask''' - count of non-zero voxels in the brainmask.mgz. In general, this
is not useful for reporting results but might be handy for QA.
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Left-Lateral-Ventricle<<BR>>
Left-Inf-Lat-Vent<<BR>>
Left-Cerebellum-White-Matter<<BR>>
Left-Cerebellum-Cortex<<BR>>
Left-Thalamus-Proper<<BR>>
Left-Caudate<<BR>>
Left-Putamen<<BR>>
Left-Pallidum<<BR>>
3rd-Ventricle<<BR>>
4th-Ventricle<<BR>>
Brain-Stem<<BR>>
Left-Hippocampus<<BR>>
Left-Amygdala<<BR>>
CSF<<BR>>
Left-Accumbens-area<<BR>>
Left-VentralDC<<BR>>
Left-vessel<<BR>>
Left-choroid-plexus<<BR>>
Right-Lateral-Ventricle<<BR>>
Right-Inf-Lat-Vent<<BR>>
Right-Cerebellum-White-Matter<<BR>>
Right-Cerebellum-Cortex<<BR>>
Right-Thalamus-Proper<<BR>>
Right-Caudate<<BR>>
Right-Putamen<<BR>>
Right-Pallidum<<BR>>
Right-Hippocampus<<BR>>
Right-Amygdala<<BR>>
Right-Accumbens-area<<BR>>
Right-VentralDC<<BR>>
Right-vessel<<BR>>
Right-choroid-plexus<<BR>>
5th-Ventricle<<BR>>
WM-hypointensities<<BR>>
Left-WM-hypointensities<<BR>>
Right-WM-hypointensities<<BR>>
non-WM-hypointensities<<BR>>
Left-non-WM-hypointensities<<BR>>
Right-non-WM-hypointensities<<BR>>
Optic-Chiasm<<BR>>
CC_Posterior<<BR>>
CC_Mid_Posterior<<BR>>
CC_Central<<BR>>
CC_Mid_Anterior<<BR>>
CC_Anterior<<BR>>
'''!EstimatedTotalIntraCranialVol''' (eTIV) - This is the same number as the
!IntraCrainialVol (ICV) from pre-5.2 verions. The name was changed to
help avoid confusion as to what this number is and is not. What it is
NOT is a count of voxels inside the skull. It is NOT is a count of
voxels inside the skull. The eTIV is a metric computed from the
talairach.xfm file. See http://surfer.nmr.mgh.harvard.edu/fswiki/eTIV.
It is NOT is a count of voxels inside the skull.
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The above metrics are computed using the following function in cma.c:
{{{
BrainVolStats = (double *)ComputeBrainVolumeStats(subject);
}}}

Morphometry Stats and Global Measure of Volume

This page describes the various global measures of brain volume provided with FreeSurfer as of version 5.2 and later. The calculations are not as simple as just adding up the number of voxels in a particular structure because we exploit the fact that we can get much better accuracy with surface-based calculations. For 5.2 and later, brain stem is not included in these measures because the amount of brain stem changes depending upon the field of view of the volume acquisition.

After recon-all finishes, there will be a file called subject/stats/aseg.stats. This is a table volume and intensity statistics for each segmentation. It also contains the following metrics:

# Measure BrainSeg, BrainSegVol, Brain Segmentation Volume, 1126237.000000, mm^3
# Measure BrainSegNotVent, BrainSegVolNotVent, Brain Segmentation Volume Without Ventricles, 1111880.000000, mm^3
# Measure lhCortex, lhCortexVol, Left hemisphere cortical gray matter volume, 241564.568351, mm^3
# Measure rhCortex, rhCortexVol, Right hemisphere cortical gray matter volume, 233961.051724, mm^3
# Measure Cortex, CortexVol, Total cortical gray matter volume, 475525.620074, mm^3
# Measure lhCorticalWhiteMatter, lhCorticalWhiteMatterVol, Left hemisphere cortical white matter volume, 235960.335754, mm^3
# Measure rhCorticalWhiteMatter, rhCorticalWhiteMatterVol, Right hemisphere cortical white matter volume, 234141.666979, mm^3
# Measure CorticalWhiteMatter, CorticalWhiteMatterVol, Total cortical white matter volume, 470102.002733, mm^3
# Measure SubCortGray, SubCortGrayVol, Subcortical gray matter volume, 55372.000000, mm^3
# Measure TotalGray, TotalGrayVol, Total gray matter volume, 611801.620074, mm^3
# Measure SupraTentorial, SupraTentorialVol, Supratentorial volume, 1016590.622807, mm^3
# Measure SupraTentorialNotVent, SupraTentorialVolNotVent, Supratentorial volume, 1002233.622807, mm^3
# Measure Mask, MaskVol, Mask Volume, 1556214.000000, mm^3
# Measure EstimatedTotalIntraCranialVol, eTIV, Estimated Total Intracranial Volume, 1480005.051398, mm^3

BrainSeg - volume of all voxels in the aparc+aseg.mgz that are neither background nor brain stem. This is the same as pre-5.2 versions except that brain stem is not included. This will also include the "vessel", "optic-chiasm", and "CSF" segmentations. This is just a simple count of voxels.

BrainSegNotVent - same as BrainSeg without ventricles (lateral, inferor lateral) and choroid plexus.

lhCortex,rhCortex,Cortex - volume inside the pial surface minus the volume inside the white surface minus tissue inside the ribbon that is not part of cortex (eg, hippocampus). This uses the surface-based volume calculation and is not a voxel count. It is approximately equal to the count of cortical label voxels in aparc+aseg.mgz.

lhCorticalWhiteMatter,rhCorticalWhiteMatter,CorticalWhiteMatter - volume inside the white surface minus anything that is not WM. CorticalWhiteMatter includes hypointensities. This uses the surface-based volume computation for part of the calculatgion and counts voxels for "anything not in WM" part. It is approximately equal to the count of WM voxels in aparc+aseg.mgz.

SubCortGray - includes thalamus, caudate, hippocampus, amygdala, accumbens, ventral DC, substancia nigra (if there). This is a simple voxel count of structures identified as subcortical GM. The function used to define this is IsSubCorticalGray() in cma.c. NOTE: SubCortGray excludes brain stem with 5.2.

TotalGray - total gray matter volume. This is simply the sum of SubCortGray + lhCortex + rhCortex + CerebellumGM. As such, it includes both surface-based volume calculations and voxel counts.

SupraTentorial - includes everything except cerebellum (GM and WM) and brain stem. It is computed based on everything inside the pial surface plus any structures that might fall partially or totally outside of the pial, eg, hippocampus, amygdala, corpus callosum, ventral DC, thalamus, ventricles, and choroid plexus. The function that determines the volume of structures outside of the supratentorium is SupraTentorialVolCorrection() in cma.c. Note that SupraTentorial includes ventricle, choroid plexus, and vessel. This uses surface-based volume calculations and voxel counts.

SupraTentorialNotVent - same as SupraTentorial but subracting the volume ventricles (lateral, inferor lateral) and choroid plexus.

Mask - count of non-zero voxels in the brainmask.mgz. In general, this is not useful for reporting results but might be handy for QA.

EstimatedTotalIntraCranialVol (eTIV) - This is the same number as the IntraCrainialVol (ICV) from pre-5.2 verions. The name was changed to help avoid confusion as to what this number is and is not. What it is NOT is a count of voxels inside the skull. It is NOT is a count of voxels inside the skull. The eTIV is a metric computed from the talairach.xfm file. See http://surfer.nmr.mgh.harvard.edu/fswiki/eTIV. It is NOT is a count of voxels inside the skull.

The above metrics are computed using the following function in cma.c:

BrainVolStats = (double *)ComputeBrainVolumeStats(subject);

MorphometryStats (last edited 2021-09-22 09:45:27 by DevaniCordero)