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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 should be taken from the surfaces, and not from the aseg. If 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 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 measures of cortical gray matter and white matter volume can be found in the header of the aseg.stats file: 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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<<BR>>'''lhCortex''' & '''rhCortex''' - per hemi gray matter volume based on the pial surface
<<BR>>'''Cortex''' - total gray matter volume based on the pial surface
<<BR>>'''lhCorticalWhiteMatter''' & '''rhCorticalWhiteMatter''' - per hemi white matter volume based on the white surface
<<BR>>'''!CorticalWhiteMatter''' - total white matter volume based on the white surface
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Here is how the above are calculated:
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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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== 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:
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Left-Lateral-Ventricle
Left-Inf-Lat-Vent
Left-Cerebellum-White-Matter
Left-Cerebellum-Cortex
Left-Thalamus-Proper
Left-Caudate
Left-Putamen
Left-Pallidum
3rd-Ventricle
4th-Ventricle
Brain-Stem
Left-Hippocampus
Left-Amygdala
CSF
Left-Accumbens-area
Left-VentralDC
Left-vessel
Left-choroid-plexus
Right-Lateral-Ventricle
Right-Inf-Lat-Vent
Right-Cerebellum-White-Matter
Right-Cerebellum-Cortex
Right-Thalamus-Proper
Right-Caudate
Right-Putamen
Right-Pallidum
Right-Hippocampus
Right-Amygdala
Right-Accumbens-area
Right-VentralDC
Right-vessel
Right-choroid-plexus
5th-Ventricle
WM-hypointensities
Left-WM-hypointensities
Right-WM-hypointensities
non-WM-hypointensities
Left-non-WM-hypointensities
Right-non-WM-hypointensities
Optic-Chiasm
CC_Posterior
CC_Mid_Posterior
CC_Central
CC_Mid_Anterior
CC_Anterior
'''!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 in aparc+aseg.mgz. There are also additional stats for voxel-based supratentorial volume and surface based brain seg volume.
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== Other Volumes ==
In the aseg.stats header, you will also find the following volumes:
<<BR>>'''!SubCortGray''' - volume-based measure of subcortical gray matter
<<BR>>'''!TotalGray''' - '''Cortex''' + '''!SubCortGray'''
<<BR>>'''!SupraTentorial''' - '''Cortex''' + '''!CorticalWhiteMatter''' + '''!SubCortGray''' (essentially, everything above the tentorium within the pial surface plus the subcortical volumes)
'''!IntraCranialVol''' - estimated Total Intracranial vol (eTIV)
'''!BrainSegNotVent''' - same as !BrainSeg without ventricles (lateral,
inferior lateral, 3rd, 4th, 5th), CSF, 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 calculation and
counts voxels to subtract "anything not in WM". 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 and cerebellum with 5.2.

'''!TotalGray''' - total gray matter volume. This is simply the sum of
lhCortex + rhCortex + !SubCortGray + !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, e.g.,
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,inferior lateral, 3rd, 4th, 5th), CSF, 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. It is NOT is a
count of voxels inside the skull. The eTIV is a metric computed from the
amount of scaling in the talairach.xfm file.
See http://surfer.nmr.mgh.harvard.edu/fswiki/eTIV.
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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 in aparc+aseg.mgz. There are also additional stats for voxel-based supratentorial volume and surface based brain seg volume.

BrainSegNotVent - same as BrainSeg without ventricles (lateral, inferior lateral, 3rd, 4th, 5th), CSF, 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 calculation and counts voxels to subtract "anything not in WM". 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 and cerebellum with 5.2.

TotalGray - total gray matter volume. This is simply the sum of lhCortex + rhCortex + SubCortGray + !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, e.g., 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,inferior lateral, 3rd, 4th, 5th), CSF, 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. It is NOT is a count of voxels inside the skull. The eTIV is a metric computed from the amount of scaling in the talairach.xfm file. See http://surfer.nmr.mgh.harvard.edu/fswiki/eTIV.

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)