Dataset Viewer
Auto-converted to Parquet Duplicate
text
stringlengths
0
136
Code to process photos from UW
FUNCTIONS / SCRIPTS (please see further info inside the individual functions / scripts)
ReconPhotoVolume_joint_multires.m:
Function to reconstruct a photo volume using a probabilistic atlas as reference
ReconPhotoVolume_joint_hard_multires.m:
Function to reconstruct a photo volume using a hard binary segmentation as reference
makeMovieFramesHardMask.m:
Prepares volumes and surfaces for making a registration movie using Freeview.
Works with the output of ReconPhotoVolume_joint_hard_multires.
It may be good in the future to write an equivalent script for ReconPhotoVolume_joint_multires.m?
SegmentPhotosWithSAMSEG.m:
Segments a photo reconstruction with a modified version of SAMSEG.
SegmentMRIsWithSAMSEG.m:
Segments an ex vivo MRIs with a modified version of SAMSEG.
DIRECTORIES
functions:
A bunch of functions required by the different functions / scripts in this directory,
including the cost functions for the optimization in ReconPhotoVolume_joint*.m
data:
Some SAMSEG-compatible sharedGMMparameter files, and a binarized version of the SAMSEG
template including only the cerebrum, which is sometimes useful to initialize the segmentation
(by registering this template with other tool or even manually, and bypassing the affine
registration in the python SAMSEG code)
PerspectiveNumberingBatch.*.m: different versions of software to manually annotate slices
MakeAffineAtlases.m: makes affine atlases with / without cerebellum and brainstem
SegmentPhotosSAMSEGscript.m: script that uses the function above to segment all cases in a directory
SegmentMRIsWithSAMSEG.m: script to run SAMSEG on the MRIs
CompareVolumes.m: compares volumes from MRI and photos
%%%%%%%%%%%%%%%%%%%%%%%%%
Old stuff...
ReconPhotsVolume_average_onlyAtlas.m: version that uses average brain (register slices only to atlas)
ReconPhotoVolume_average.m: version that uses average brain (registers to nrighboring slices too).
Has a hard flag in line 178 to choose between intensities or only masks. It does something a bit crappy,
whic is linearly registering to the average of 3 channels. Need to code this properly, and also, penalyze
determinants so they don't go to to zero! One more thing: grouping affine transforms of slices
within the same photo would be good!
ReconPhotoVolume.m: prototype of code to reconstruct volume from MRI + photographs
ReconPhotoVolume_onlyGray.m: version that uses only grayscale
ReconPhotoVolume_binary.m: version that uses only binary mask
ReconPhotoVolume_joint.m: uses average brain to reconstruct photos
ReconPhotoVolume_joint_hard.m: tversion with hard labels
ReconPhotoScript.m: uses ReconPhotoVolume_binary to reconstruct all samples in a directory
# The format is: mergedName numberOfComponents searchStrings
Unknown 2 Unknown Ventricle Inf-Lat-Vent Cerebellum CSF Brain-Stem Fluid_Inside_Eyes Soft_Nonbrain_Tissue Skull vessel choroid
GlobalWM 1 Cerebral-White Optic-Chiasm
GlobalGM 1 Cerebral-Cortex Caudate Hippocampus Amygdala hypointensities Accumbens Thalamus VentralDC Putamen Pallidum
# The format is: mergedName numberOfComponents searchStrings
Unknown 1 Unknown Ventricle Inf-Lat-Vent Cerebellum CSF Brain-Stem Fluid_Inside_Eyes Soft_Nonbrain_Tissue Skull vessel choroid
GlobalWM 1 Cerebral-White Optic-Chiasm
GlobalGM 1 Cerebral-Cortex Caudate Hippocampus Amygdala hypointensities Accumbens Thalamus VentralDC Putamen Pallidum
# The format is: mergedName numberOfComponents searchStrings
Unknown 2 Unknown Ventricle Inf-Lat-Vent CSF Fluid_Inside_Eyes Soft_Nonbrain_Tissue Skull vessel choroid
GlobalWM 1 Cerebral-White Optic-Chiasm Brain-Stem Cerebellum-White
GlobalGM 1 Cerebral-Cortex Caudate Hippocampus Amygdala hypointensities Accumbens Thalamus VentralDC Putamen Pallidum Cerebellum-Cortex
# The format is: mergedName numberOfComponents searchStrings
Unknown 1 Unknown Ventricle Inf-Lat-Vent Cerebellum CSF Brain-Stem Fluid_Inside_Eyes Soft_Nonbrain_Tissue Skull vessel choroid
GlobalWM 1 Cerebral-White Optic-Chiasm
GlobalGM 1 Cerebral-Cortex Caudate Hippocampus Amygdala hypointensities Accumbens Thalamus VentralDC Putamen Pallidum
End of preview. Expand in Data Studio
README.md exists but content is empty.
Downloads last month
10