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#!/bin/bash
VERSION="0.0"
if ! command -v antsRegistration &> /dev/null
then
echo "we cant find the antsRegistration program -- does not seem to exist. please \(re\)define \$PATH in your environment."
exit
fi
if ! command -v antsApplyTransforms &> /dev/null
then
echo "we cant find the antsApplyTransforms program -- does not seem to exist. please \(re\)define \$PATH in your environment."
exit
fi
function Usage {
cat <<USAGE
`basename $0` performs registration between a scalar image and a T1 image:
Usage:
`basename $0` -d imageDimension
-r anatomicalT1image (brain or whole-head, depending on modality) to align to
-R anatomicalReference image to warp to (often higher resolution than anatomicalT1image)
-i scalarImageToMatch (such as avgerage bold, averge dwi, etc.)
-x anatomicalT1brainmask (should mask out regions that do not appear in scalarImageToMatch)
-t transformType (0=rigid, 1=affine, 2=rigid+small_def, 3=affine+small_def)
-w prefix of T1 to template transform
-T template space
<OPTARGS>
-o outputPrefix
-l labels in template space
-a auxiliary scalar image/s to warp to template
-b auxiliary dt image to warp to template
Example:
bash $0 -d 3 -i pcasl_control.nii.gz -r t1.nii.gz -x t1_mask.nii.gz -a cbf.nii.gz -l template_aal.nii.gz -w t12template_ -t 2 -o output
minimal paramters that must be passed include:
-d -i -r -x -w -o
USAGE
exit 1
}
echoParameters() {
cat <<PARAMETERS
Using antsIntermodalityIntrasubject with the following arguments:
image dimension = ${DIMENSION}
anatomical image = ${BRAIN}
t1 subject brain = ${ANATOMICAL_BRAIN}
t1 subject brain mask = ${TEMPLATE_MASK}
output prefix = ${OUTPUT_PREFIX}
template labels = ${TEMPLATE_LABELS}
auxiliary images = ${AUX_IMAGES[@]}
diffusion tensor image = ${DTI}
ANTs parameters:
metric = ${ANTS_METRIC}[fixedImage,movingImage,${ANTS_METRIC_PARAMS}]
regularization = ${ANTS_REGULARIZATION}
transformations = ${ANTS_TRANS1} ${ANTS_TRANS2}
max iterations = ${ANTS_MAX_ITERATIONS}
PARAMETERS
}
# Echos a command to both stdout and stderr, then runs it
function logCmd() {
cmd="$@"
echo "BEGIN >>>>>>>>>>>>>>>>>>>>"
echo $cmd
( "$@" )
echo "END <<<<<<<<<<<<<<<<<<<<"
echo
echo
}
################################################################################
#
# Main routine
#
################################################################################
HOSTNAME=`hostname`
DATE=`date`
CURRENT_DIR=`pwd`/
OUTPUT_DIR=${CURRENT_DIR}/tmp$RANDOM/
OUTPUT_PREFIX=${OUTPUT_DIR}/tmp
OUTPUT_SUFFIX="nii.gz"
KEEP_TMP_IMAGES=0
DIMENSION=3
BRAIN=""
AUX_IMAGES=()
TEMPLATE_TRANSFORM=""
ANATOMICAL_BRAIN=""
ANATOMICAL_SPACE="";
TEMPLATE_MASK=""
TEMPLATE_LABELS=""
TRANSFORM_TYPE="0"
DTI=""
TEMPLATE=""
################################################################################
#
# Programs and their parameters
#
################################################################################
ANTS=antsRegistration
WARP=antsApplyTransforms
if [[ $# -lt 3 ]] ; then
Usage >&2
exit 1
else
while getopts "a:b:r:x:d:h:i:l:o:t:w:R:T:" OPT
do
case $OPT in
a) # auxiliary scalar images
AUX_IMAGES[${#AUX_IMAGES[@]}]=$OPTARG
;;
b) #brain extraction registration mask
DTI=$OPTARG
;;
d) #dimensions
DIMENSION=$OPTARG
if [[ ${DIMENSION} -gt 3 || ${DIMENSION} -lt 2 ]];
then
echo " Error: ImageDimension must be 2 or 3 "
exit 1
fi
;;
r) #brain extraction anatomical image
ANATOMICAL_BRAIN=$OPTARG
;;
R) # anatomical warp space
ANATOMICAL_SPACE=$OPTARG
;;
T) # template
TEMPLATE=$OPTARG
;;
x) #brain extraction registration mask
TEMPLATE_MASK=$OPTARG
;;
l) #brain extraction registration mask
TEMPLATE_LABELS=$OPTARG
;;
h) #help
Usage >&2
exit 0
;;
i) #max_iterations
BRAIN=$OPTARG
;;
o) #output prefix
OUTPUT_PREFIX=$OPTARG
;;
w) #template registration image
TEMPLATE_TRANSFORM=$OPTARG
;;
t) #atropos prior weight
TRANSFORM_TYPE=$OPTARG
;;
*) # getopts issues an error message
echo "ERROR: unrecognized option -$OPT $OPTARG"
exit 1
;;
esac
done
fi
if [[ ${#TEMPLATE} -lt 3 ]] ; then
TEMPLATE=$TEMPLATE_LABELS
fi
################################################################################
#
# Preliminaries:
# 1. Check existence of inputs
# 2. Figure out output directory and mkdir if necessary
# 3. See if $REGISTRATION_TEMPLATE is the same as $BRAIN_TEMPLATE
#
################################################################################
# requires DIMENSION BRAIN ANATOMICAL_BRAIN TEMPLATE_MASK TEMPLATE_TRANSFORM OUTPUT_PREFIX
if [[ ${#DIMENSION} -lt 1 ]];
then
echo "Please specify -d DIMENSION "
exit 1
fi
if [[ ! -f ${BRAIN} ]];
then
echo "The scalar brain:"
echo " $BRAIN"
exit 1
fi
if [[ ! -f ${ANATOMICAL_BRAIN} ]];
then
echo "The extraction template doesn't exist:"
echo " $ANATOMICAL_BRAIN"
exit 1
fi
if [[ ! -f ${TEMPLATE_MASK} ]];
then
echo "The brain extraction prior doesn't exist:"
echo " $TEMPLATE_MASK"
exit 1
fi
if [[ ${#ANATOMICAL_SPACE} -lt 1 ]];
then
echo setting ANATOMICAL_SPACE = ANATOMICAL_BRAIN
ANATOMICAL_SPACE=$ANATOMICAL_BRAIN
fi
if [[ ${OUTPUT_PREFIX} == */ ]];
then
OUTPUT_DIR=${OUTPUT_PREFIX%/}
else
OUTPUT_DIR=$(dirname $OUTPUT_PREFIX)
fi
if [[ ! -d $OUTPUT_DIR ]];
then
echo "The output directory \"$OUTPUT_DIR\" does not exist. Making it."
mkdir -p $OUTPUT_DIR
fi
ANTS_MAX_ITERATIONS="50x50x0"
ANTS_TRANSFORMATION="SyN[ 0.1,3,0 ]"
ANTS_LINEAR_METRIC="MI"
ANTS_LINEAR_METRIC_PARAMS="1,32,Regular,0.25"
ANTS_LINEAR_CONVERGENCE="[ 1000x500x250x0,1e-7,5 ]"
ANTS_METRIC="mattes"
ANTS_METRIC_PARAMS="1,32"
ANTS_TRANS1=""
ANTS_TRANS2=""
if [ ${TRANSFORM_TYPE} -eq 0 ];
then
ANTS_TRANS1="Rigid[ 0.1 ]"
elif [ ${TRANSFORM_TYPE} -eq 1 ];
then
ANTS_TRANS1="Affine[ 0.1 ]"
elif [ ${TRANSFORM_TYPE} -eq 2 ];
then
ANTS_TRANS1="Rigid[ 0.1 ]"
ANTS_TRANS2="SyN[ 0.1,3,0 ]"
elif [ ${TRANSFORM_TYPE} -eq 3 ];
then
ANTS_TRANS1="Affine[ 0.1 ]"
ANTS_TRANS2="SyN[ 0.1,3,0 ]"
fi
echoParameters >&2
echo "--------------------- Running `basename $0` on $HOSTNAME ---------------------"
time_start=`date +%s`
################################################################################
#
# Output images
#
################################################################################
#BRAIN_EXTRACTION_MASK=${OUTPUT_PREFIX}BrainExtractionMask.${OUTPUT_SUFFIX}
#BRAIN_SEGMENTATION=${OUTPUT_PREFIX}BrainSegmentation.${OUTPUT_SUFFIX}
#CORTICAL_THICKNESS_IMAGE=${OUTPUT_PREFIX}CorticalThickness.${OUTPUT_SUFFIX}
################################################################################
#
# Intermodality matching
#
################################################################################
stage1="-m ${ANTS_LINEAR_METRIC}[ ${ANATOMICAL_BRAIN},${BRAIN},${ANTS_LINEAR_METRIC_PARAMS} ] -c ${ANTS_LINEAR_CONVERGENCE} -t ${ANTS_TRANS1} -f 8x4x2x1 -s 4x2x1x0 -u 1"
stage2=""
if [[ ${TRANSFORM_TYPE} -gt 1 ]] ; then
stage2="-m ${ANTS_METRIC}[ ${ANATOMICAL_BRAIN},${BRAIN},${ANTS_METRIC_PARAMS} ] -c [ ${ANTS_MAX_ITERATIONS},1e-7,5 ] -t ${ANTS_TRANS2} -f 4x2x1 -s 2x1x0mm -u 1"
fi
globalparams=" -z 1 --winsorize-image-intensities [ 0.005, 0.995 ] "
cmd="antsRegistration -d $DIMENSION $stage1 $stage2 $globalparams -o ${OUTPUT_PREFIX}"
echo $cmd
if [[ ! -s ${OUTPUT_PREFIX}0GenericAffine.mat ]] ; then
$cmd
else
echo we already have ${OUTPUT_PREFIX}0GenericAffine.mat
fi
# warp input image to t1
warp=""
iwarp=""
if [[ -s ${OUTPUT_PREFIX}1Warp.nii.gz ]];
then
warp="-t ${OUTPUT_PREFIX}1Warp.nii.gz"
iwarp="-t ${OUTPUT_PREFIX}1InverseWarp.nii.gz"
fi
antsApplyTransforms -d $DIMENSION -i $BRAIN -o ${OUTPUT_PREFIX}anatomical.nii.gz -r $ANATOMICAL_SPACE $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat -n Linear
if [[ ! -s ${TEMPLATE_TRANSFORM}1Warp.nii.gz ]] ; then
echo ${TEMPLATE_TRANSFORM}1Warp.nii.gz does not exist - please specify in order to proceed to steps that map to the template
exit
fi
cmd="antsApplyTransforms -d $DIMENSION -i $BRAIN -o ${OUTPUT_PREFIX}template.nii.gz -r ${TEMPLATE} -t ${TEMPLATE_TRANSFORM}1Warp.nii.gz -t ${TEMPLATE_TRANSFORM}0GenericAffine.mat $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat -n Linear"
$cmd
echo "AUX IMAGES"
# warp auxiliary images to t1
for (( i = 0; i < ${#AUX_IMAGES[@]}; i++ ))
do
# FIXME - how to name these reasonably
AUXO=`basename ${AUX_IMAGES[$i]} .nii.gz`
#AUXO=${OUTPUT_PREFIX}_aux_${i}_warped.nii.gz
antsApplyTransforms -d $DIMENSION -i ${AUX_IMAGES[$i]} -r $ANATOMICAL_SPACE $warp -n Linear -o ${OUTPUT_DIR}/${AUXO}_anatomical.nii.gz $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat
antsApplyTransforms -d $DIMENSION -i ${AUX_IMAGES[$i]} -r ${TEMPLATE} -n Linear -o ${OUTPUT_DIR}/${AUXO}_template.nii.gz -t ${TEMPLATE_TRANSFORM}1Warp.nii.gz -t ${TEMPLATE_TRANSFORM}0GenericAffine.mat $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat
done
echo "DTI"
# warp DT image to t1
if [[ -f $DTI ]];
then
antsApplyTransforms -d $DIMENSION -i ${DTI} -r $ANATOMICAL_SPACE $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat -n Linear -o ${OUTPUT_PREFIX}dt_anatomical.nii.gz -e 2
antsApplyTransforms -d $DIMENSION -e 2 -i ${DTI} -r ${TEMPLATE} -n Linear -o ${OUTPUT_PREFIX}dt_template.nii.gz -t ${TEMPLATE_TRANSFORM}1Warp.nii.gz -t ${TEMPLATE_TRANSFORM}0GenericAffine.mat $warp -t ${OUTPUT_PREFIX}0GenericAffine.mat
ImageMath 3 ${OUTPUT_PREFIX}fa_template.nii.gz TensorFA ${OUTPUT_PREFIX}dt_template.nii.gz
ImageMath 3 ${OUTPUT_PREFIX}md_template.nii.gz TensorMeanDiffusion ${OUTPUT_PREFIX}dt_template.nii.gz
fi
# warp brainmask from anatomy to subject
if [[ -f $TEMPLATE_MASK ]]; then
antsApplyTransforms -d $DIMENSION -i $TEMPLATE_MASK -o ${OUTPUT_PREFIX}brainmask.nii.gz \
-r $BRAIN -n NearestNeighbor \
-t [ ${OUTPUT_PREFIX}0GenericAffine.mat, 1 ] \
$iwarp
fi
# warp Labels from template to subject (if passed)
if [[ -f $TEMPLATE_LABELS ]]; then
antsApplyTransforms -d $DIMENSION -i $TEMPLATE_LABELS -o ${OUTPUT_PREFIX}labels.nii.gz \
-r $BRAIN -n NearestNeighbor \
-t [ ${OUTPUT_PREFIX}0GenericAffine.mat, 1 ] \
$iwarp \
-t ${TEMPLATE_TRANSFORM}1Warp.nii.gz \
-t ${TEMPLATE_TRANSFORM}0GenericAffine.mat
fi
################################################################################
#
# End of main routine
#
################################################################################
time_end=`date +%s`
time_elapsed=$((time_end - time_start))
echo
echo "--------------------------------------------------------------------------------------"
echo " Done with ANTs intermodality intrasubject processing pipeline"
echo " Script executed in $time_elapsed seconds"
echo " $(( time_elapsed / 3600 ))h $(( time_elapsed %3600 / 60 ))m $(( time_elapsed % 60 ))s"
echo "--------------------------------------------------------------------------------------"
exit 0
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