diff --git a/Dockerfile b/Dockerfile index 0a11213..bfc3ec7 100644 --- a/Dockerfile +++ b/Dockerfile @@ -6,6 +6,19 @@ ARG DEBIAN_FRONTEND=noninteractive ENV LANG="C.UTF-8" \ LC_ALL="C.UTF-8" +#adding jessie backport +#Installing R prerequisites for fix + +RUN sh -c 'echo "deb http://ftp.debian.org/debian jessie-backports main" >> /etc/apt/sources.list' && \ + apt-get -qq update && \ + apt-get -t jessie-backports -y install r-base r-base-dev mc nano wget + +RUN Rscript -e 'install.packages(c("kernlab","ROCR", "class", "party", "e1071", "randomForest"), dependencies=TRUE,repos="http://cran.cnr.berkeley.edu/")' +#older version of party is required (I do it this way, becasue otherwise I would need all the dependencies of party which was already installed above) +RUN wget https://cran.r-project.org/src/contrib/Archive/party/party_1.0-25.tar.gz && \ + R CMD INSTALL party_1.0-25.tar.gz && \ + rm party_1.0-25.tar.gz + # Download FreeSurfer RUN apt-get -qq update && \ apt-get install -yq --no-install-recommends \ @@ -55,10 +68,6 @@ ENV OS=Linux \ MNI_PERL5LIB=/opt/freesurfer/mni/lib/perl5/5.8.5 \ PATH=/opt/freesurfer/bin:/opt/freesurfer/fsfast/bin:/opt/freesurfer/tktools:/opt/freesurfer/mni/bin:$PATH -# Install MCR 2016b -ENV MATLABCMD="/opt/matlabmcr-2016b/v91/toolbox/matlab" \ - MATLAB_COMPILER_RUNTIME="/opt/matlabmcr-2016b/v91" \ - LD_LIBRARY_PATH="/opt/matlabmcr-2016b/v91/runtime/glnxa64:/opt/matlabmcr-2016b/v91/bin/glnxa64:/opt/matlabmcr-2016b/v91/sys/os/glnxa64:$LD_LIBRARY_PATH" RUN apt-get update -qq \ && apt-get install -y -q --no-install-recommends \ @@ -67,12 +76,36 @@ RUN apt-get update -qq \ libxt6 \ unzip \ && apt-get clean \ - && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* \ - && echo "Downloading MATLAB Compiler Runtime ..." \ - && curl -fsSL --retry 5 -o /tmp/mcr.zip https://ssd.mathworks.com/supportfiles/downloads/R2016b/deployment_files/R2016b/installers/glnxa64/MCR_R2016b_glnxa64_installer.zip \ - && unzip -q /tmp/mcr.zip -d /tmp/mcrtmp \ - && /tmp/mcrtmp/install -destinationFolder /opt/matlabmcr-2016b -mode silent -agreeToLicense yes \ - && rm -rf /tmp/* + && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* + + +# \ +# && echo "Downloading MATLAB Compiler Runtime ..." \ +# && curl -fsSL --retry 5 -o /tmp/mcr.zip https://ssd.mathworks.com/supportfiles/downloads/R2016b/deployment_files/R2016b/installers/glnxa64/MCR_R2016b_glnxa64_installer.zip \ +# && unzip -q /tmp/mcr.zip -d /tmp/mcrtmp \ +# && /tmp/mcrtmp/install -destinationFolder /opt/matlabmcr-2016b -mode silent -agreeToLicense yes \ +# && rm -rf /tmp/* + +# Install MCR 2016b +#ENV MATLABCMD="/opt/matlabmcr-2016b/v91/toolbox/matlab" +#ENV MATLAB_COMPILER_RUNTIME="/opt/matlabmcr-2016b/v91" +#ENV LD_LIBRARY_PATH="/opt/matlabmcr-2016b/v91/runtime/glnxa64:/opt/matlabmcr-2016b/v91/bin/glnxa64:/opt/matlabmcr-2016b/v91/sys/os/glnxa64:$LD_LIBRARY_PATH" + + + + ##download and install fix +RUN wget http://www.fmrib.ox.ac.uk/~steve/ftp/fix.tar.gz -O fix.tar.gz && \ + cd /opt/ && \ + tar zxvf /fix.tar.gz && \ + mv /opt/fix* /opt/fix && \ + rm /fix.tar.gz && \ + cd /opt/fix && \ + cd / + + +##environmnetal variables mode=0 means MATLAB compiled version , mode=2 would mean Octave +ENV FSL_FIX_MATLAB_MODE=0 +ENV FSL_FIXDIR=/opt/fix # Install miniconda2 ENV PATH="/usr/local/miniconda/bin:$PATH" @@ -154,12 +187,38 @@ RUN echo "deb http://ftp.de.debian.org/debian stretch main" >> /etc/apt/sources. apt-get install -y libstdc++6 # overwrite matlab mcr shared object -RUN rm /opt/matlabmcr-2016b/v91/sys/os/glnxa64/libstdc++.so.6 && \ - ln -s /usr/lib/x86_64-linux-gnu/libstdc++.so.6 /opt/matlabmcr-2016b/v91/sys/os/glnxa64/libstdc++.so.6 +#RUN rm /opt/matlabmcr-2016b/v91/sys/os/glnxa64/libstdc++.so.6 && \ +# ln -s /usr/lib/x86_64-linux-gnu/libstdc++.so.6 /opt/matlabmcr-2016b/v91/sys/os/glnxa64/libstdc++.so.6 + +RUN ln -s $FSLDIR /usr/local/fsl +RUN mkdir -p /vols/Data/HCP && \ + cd /vols/Data/HCP && \ + wget https://ftp.humanconnectome.org/workbench/workbench-linux64-v1.2.3.zip && \ + unzip workbench-linux64-v1.2.3.zip && \ + cd / # install gradient_unwarp.py (v1.0.3) RUN pip install https://github.com/Washington-University/gradunwarp/archive/v1.0.3.zip +#try MALTAB already compiled +RUN cd $FSL_FIXDIR/compiled/Linux/x86_64 && \ + cp MCRInstaller.zip /tmp && \ + cd /tmp && \ + unzip MCRInstaller.zip && \ + ./install -mode silent -agreeToLicense yes + +COPY settings.sh /opt/fix/settings.sh +RUN chmod +x /opt/fix/settings.sh +RUN mv /opt/fix/hcp_fix /opt/fix/hcp_fix.old +COPY hcp_fix /opt/fix/hcp_fix +RUN chmod +x /opt/fix/hcp_fix + +RUN wget http://argyelan.com/ZHH/ZHH30_hp2000.RData && \ + mv ZHH30_hp2000.RData /opt/fix/training_files/ZHH30_hp2000.RData +COPY zhh_fix /opt/fix/zhh_fix +RUN chmod +x /opt/fix/zhh_fix + +#COPY MCR.version /opt/fix/MCR.version COPY run.py version / RUN chmod +x /run.py diff --git a/hcp_fix b/hcp_fix new file mode 100755 index 0000000..eb99359 --- /dev/null +++ b/hcp_fix @@ -0,0 +1,112 @@ +#!/bin/sh + +# hcp_fix - wrapper script for FIX, for HCP pipelines +# +# Stephen Smith, FMRIB Analysis Group +# +# Copyright (C) 2012-2013 University of Oxford +# +# SHCOPYRIGHT + +FSL_FIXDIR=$( cd $(dirname $0) ; pwd) +export FSL_FIXDIR +# All fix settings are held in the settings.sh file - edit this file to suit your setup +. ${FSL_FIXDIR}/settings.sh + +############################################################# + +Usage() { + cat < + with being the temporal highpass full-width (2*sigma) in seconds + +e.g. hcp_fix BOLD_REST1_RL/BOLD_REST1_RL.nii.gz 200 + +for detrending-like behaviour, set to 2000 + +EOF + exit 1 +} + +[ "$2" = "" ] && Usage + +fmri=$1 +cd `dirname $fmri` +fmri=`basename $fmri` +fmri=`$FSLDIR/bin/imglob $fmri` +[ `imtest $fmri` != 1 ] && echo No valid 4D_FMRI input file specified && exit 1 +fmri_orig=$fmri + +hp=$2 + +tr=`$FSLDIR/bin/fslval $fmri pixdim4` + +echo "processing FMRI file $fmri with highpass $hp" + +if [ $hp -gt 0 ] ; then + echo "running highpass" + hptr=`echo "10 k $hp 2 / $tr / p" | dc -` + ${FSLDIR}/bin/fslmaths $fmri -Tmean ${fmri}_Tmean + ${FSLDIR}/bin/fslmaths $fmri -bptf $hptr -1 -add ${fmri}_Tmean ${fmri}_hp$hp + fmri=${fmri}_hp$hp +fi + +echo "running MELODIC" +mkdir -p ${fmri}.ica +$FSLDIR/bin/melodic -i $fmri -o ${fmri}.ica/filtered_func_data.ica -d -250 --nobet --report --Oall --tr=$tr + +cd ${fmri}.ica + +$FSLDIR/bin/imln ../$fmri filtered_func_data +$FSLDIR/bin/imln filtered_func_data.ica/mask mask + +if [ `$FSLDIR/bin/imtest ../${fmri_orig}_SBRef` = 1 ] ; then + $FSLDIR/bin/imln ../${fmri_orig}_SBRef mean_func +else + $FSLDIR/bin/imln filtered_func_data.ica/mean mean_func +fi + +if [ -f ../${fmri_orig}_Atlas.dtseries.nii ] ; then + $FSLDIR/bin/imln ../${fmri_orig}_Atlas.dtseries.nii Atlas.dtseries.nii +fi + +mkdir -p mc +if [ -f ../Movement_Regressors.txt ] ; then + cat ../Movement_Regressors.txt | awk '{ print $4 " " $5 " " $6 " " $1 " " $2 " " $3}' > mc/prefiltered_func_data_mcf.par +else + echo "ERROR: Movement_Regressors.txt not retrieved properly." + exit -1 +fi + +${FSL_FIXDIR}/call_matlab.sh -l .fix.log -f functionmotionconfounds $tr $hp + +mkdir -p reg +cd reg +$FSLDIR/bin/imln ../../../../T1w_restore_brain highres +$FSLDIR/bin/imln ../../../../wmparc wmparc +$FSLDIR/bin/imln ../mean_func example_func +$FSLDIR/bin/makerot --theta=0 > highres2example_func.mat +if [ `$FSLDIR/bin/imtest ../../../../T2w` = 1 ] ; then + $FSLDIR/bin/fslmaths ../../../../T1w -div ../../../../T2w veins -odt float + $FSLDIR/bin/flirt -in ${FSL_FIXDIR}/mask_files/hcp_0.7mm_brain_mask -ref veins -out veinbrainmask -applyxfm + $FSLDIR/bin/fslmaths veinbrainmask -bin veinbrainmask + $FSLDIR/bin/fslmaths veins -div `$FSLDIR/bin/fslstats veins -k veinbrainmask -P 50` -mul 2.18 -thr 10 -min 50 -div 50 veins + $FSLDIR/bin/flirt -in veins -ref example_func -applyxfm -init highres2example_func.mat -out veins_exf + $FSLDIR/bin/fslmaths veins_exf -mas example_func veins_exf +fi +cd ../.. + +echo "running FIX" +if [ $hp != 2000 ] ; then + ${FSL_FIXDIR}/fix ${fmri}.ica ${FSL_FIXDIR}/training_files/HCP_hp200.RData 10 -m -h 200 +else + ${FSL_FIXDIR}/fix ${fmri}.ica ${FSL_FIXDIR}/training_files/HCP_hp2000.RData 10 -m -h 2000 +fi + +$FSLDIR/bin/immv ${fmri}.ica/filtered_func_data_clean ${fmri}_clean + +if [ -f ${fmri}.ica/Atlas_clean.dtseries.nii ] ; then + /bin/mv ${fmri}.ica/Atlas_clean.dtseries.nii ${fmri_orig}_Atlas_hp${hp}_clean.dtseries.nii +fi + diff --git a/run.py b/run.py index 5a30727..a605d09 100644 --- a/run.py +++ b/run.py @@ -152,7 +152,16 @@ def run_generic_fMRI_surface_processsing(**args): '--regname="{regname}"' cmd = cmd.format(**args) run(cmd, cwd=args["path"], env={"OMP_NUM_THREADS": str(args["n_cpus"])}) - + +def run_generic_fMRI_ICAFIX_processsing(**args): + args.update(os.environ) + cmd = '/opt/fix/hcp_fix ' + '{path}' + '/' + '{subject}' + '/MNINonLinear/Results/' + '{fmriname}' + '/' + '{fmriname}' + '.nii.gz 2000' + cmd = cmd.format(**args) + run(cmd, cwd=args["path"], env={"OMP_NUM_THREADS": str(args["n_cpus"])}) + cmd = '/opt/fix/zhh_fix ' + '{path}' + '/' + '{subject}' + '/MNINonLinear/Results/' + '{fmriname}' + '/' + '{fmriname}' + '.nii.gz 2000' + cmd = cmd.format(**args) + run(cmd, cwd=args["path"], env={"OMP_NUM_THREADS": str(args["n_cpus"])}) + def run_diffusion_processsing(**args): args.update(os.environ) cmd = '{HCPPIPEDIR}/DiffusionPreprocessing/DiffPreprocPipeline.sh ' + \ @@ -191,9 +200,9 @@ def run_diffusion_processsing(**args): parser.add_argument('--stages', help='Which stages to run. Space separated list.', nargs="+", choices=['PreFreeSurfer', 'FreeSurfer', 'PostFreeSurfer', 'fMRIVolume', - 'fMRISurface', 'DiffusionPreprocessing'], + 'fMRISurface', 'ICAFIX', 'DiffusionPreprocessing'], default=['PreFreeSurfer', 'FreeSurfer', 'PostFreeSurfer', - 'fMRIVolume', 'fMRISurface', + 'fMRIVolume', 'fMRISurface', 'ICAFIX', 'DiffusionPreprocessing']) parser.add_argument('--coreg', help='Coregistration method to use', choices=['MSMSulc', 'FS'], default='MSMSulc') @@ -362,11 +371,17 @@ def run_diffusion_processsing(**args): SEPhaseNeg = None SEPhasePos = None for fieldmap in fieldmap_set: - enc_dir = layout.get_metadata(fieldmap["epi"])["PhaseEncodingDirection"] - if "-" in enc_dir: + enc_dir = fieldmap['epi'].split('_dir-')[1].split('_')[0] + if "AP" in enc_dir: SEPhaseNeg = fieldmap['epi'] else: SEPhasePos = fieldmap['epi'] + #for fieldmap in fieldmap_set: + # enc_dir = layout.get_metadata(fieldmap["epi"])["PhaseEncodingDirection"] + # if "-" in enc_dir: + # SEPhaseNeg = fieldmap['epi'] + # else: + # SEPhasePos = fieldmap['epi'] echospacing = layout.get_metadata(fmritcs)["EffectiveEchoSpacing"] unwarpdir = layout.get_metadata(fmritcs)["PhaseEncodingDirection"] unwarpdir = unwarpdir.replace("i","x").replace("j", "y").replace("k", "z") @@ -412,7 +427,15 @@ def run_diffusion_processsing(**args): n_cpus=args.n_cpus, grayordinatesres=grayordinatesres, lowresmesh=lowresmesh, - regname=args.coreg)) + regname=args.coreg)), + ("ICAFIX", partial(run_generic_fMRI_ICAFIX_processsing, + path=args.output_dir, + subject="sub-%s"%subject_label, + fmriname=fmriname, + fmrires=fmrires, + n_cpus=args.n_cpus, + grayordinatesres=grayordinatesres, + lowresmesh=lowresmesh)) ]) for stage, stage_func in func_stages_dict.iteritems(): if stage in args.stages: diff --git a/settings.sh b/settings.sh new file mode 100755 index 0000000..2a42ff6 --- /dev/null +++ b/settings.sh @@ -0,0 +1,105 @@ +# Settings file for FIX +# Modify these settings based on your system setup +FIXVERSION=1.06 +# (actually this version is 1.065 - see wiki page for details) + +# Get the OS and CPU type +FSL_FIX_OS=`uname -s` +FSL_FIX_ARCH=`uname -m` + +if [ -z "${FSL_FIXDIR}" ]; then + FSL_FIXDIR=$( cd $(dirname $0) ; pwd) + export FSL_FIXDIR +fi + +# edit the following variables according to your local setup + +# Part I MATLAB settings +# ======================= +# Point this variable at your MATLAB install folder +if [ -z "${FSL_FIX_MATLAB_ROOT}" ]; then + FSL_FIX_MATLAB_ROOT=/opt/fmrib/matlab + # On OS X this will most likely be something like /Applications/MATLAB_R20XX.app +fi +# On OS X this will most likely be something like /Applications/MATLAB_R20XX.app + +# Point this variable at your MATLAB command - this is usually in +# $FSL_FIX_MATLAB_ROOT/bin/matlab +FSL_FIX_MATLAB=${FSL_FIX_MATLAB_ROOT}/bin/matlab + +# Point this variable at your MATLAB compiler command - this is +# usually $FSL_FIX_MATLAB_ROOT/bin/mcc +FSL_FIX_MCC=${FSL_FIX_MATLAB_ROOT}/bin/mcc + +# Point this variable at an installed MATLAB compiler runtime. This +# MUST be the same as the version given in the file MCR.version +# (which is populated when the software is compiled). +FSL_FIX_MCRROOT=/usr/local/MATLAB/MATLAB_Compiler_Runtime + + +if [ -f ${FSL_FIXDIR}/MCR.version ]; then + FSL_FIX_MCRV=`cat ${FSL_FIXDIR}/MCR.version` +fi + +if [ ! -z "${FSL_FIX_MCRV}" ]; then + FSL_FIX_MCR=${FSL_FIX_MCRROOT}/${FSL_FIX_MCRV} +fi + +# This is name of the folder containing the compiled MATLAB functions +FSL_FIX_MLCDIR=${FSL_FIXDIR}/compiled/${FSL_FIX_OS}/${FSL_FIX_ARCH} + +# See README for instructions on compilation of the MATLAB portions + +# Set this to the MATLAB start-up options. Typically you will +# want to disable Java, display output, the desktop environment +# and the splash screen +FSL_FIX_MLOPTS="-nojvm -nodisplay -nodesktop -nosplash" + +# Set this to the MATLAB 'evaluate string' option +FSL_FIX_MLEVAL="-r" +# Set this to the pass in file option +FSL_FIX_MLFILE="\<" + +# Part II Octave settings +# ======================= +# Point this variable at your Octave command (or leave it blank to +# disable Octave mode +# Linux: +FSL_FIX_OCTAVE=/usr/bin/octave +# Mac OS X installed via MacPorts +#FSL_FIX_OCTAVE=/opt/local/bin/octave +# Disable Octave mode +#FSL_FIX_OCTAVE= + +# Set this to the Octave start-up options. Typically you will need to +# enable 'MATLAB' mode (--traditional) and disable display output +FSL_FIX_OCOPTS="--traditional -q --no-window-system" + +# Set this to the Octave 'evaluate string' option +FSL_FIX_OCEVAL="--eval" +# Set this to the pass in file option +FSL_FIX_OCFILE="" + +# Part III General settings +# ========================= +# This variable selects how we run the MATLAB portions of FIX. +# It takes the values 0-2: +# 0 - Try running the compiled version of the function +# 1 - Use the MATLAB script version +# 2 - Use Octave script version +FSL_FIX_MATLAB_MODE=0 + +# Set this to CIFTI Matlab Reader/Writer for use within HCP pipelines +FSL_FIX_CIFTIRW='/vols/Data/HCP/workbench/CIFTIMatlabReaderWriter'; +# Set this to the location of the HCP Workbench command for your platform +FSL_FIX_WBC='/vols/Data/HCP/workbench/bin_linux64/wb_command'; +export FSL_FIX_CIFTIRW FSL_FIX_WBC + +# Set this to the location of the FSL MATLAB scripts +if [ -z "${FSLDIR}" ]; then + echo "FSLDIR is not set!" + exit 1 +fi +FSL_FIX_FSLMATLAB=${FSLDIR}/etc/matlab + +############################################################# diff --git a/zhh_fix b/zhh_fix new file mode 100644 index 0000000..9353ea6 --- /dev/null +++ b/zhh_fix @@ -0,0 +1,118 @@ +#!/bin/sh + +# hcp_fix - wrapper script for FIX, for HCP pipelines +# +# Stephen Smith, FMRIB Analysis Group +# +# Copyright (C) 2012-2013 University of Oxford +# +# SHCOPYRIGHT + +FSL_FIXDIR=$( cd $(dirname $0) ; pwd) +export FSL_FIXDIR +# All fix settings are held in the settings.sh file - edit this file to suit your setup +. ${FSL_FIXDIR}/settings.sh + +############################################################# + +Usage() { + cat < + with being the temporal highpass full-width (2*sigma) in seconds + +e.g. hcp_fix BOLD_REST1_RL/BOLD_REST1_RL.nii.gz 200 + +for detrending-like behaviour, set to 2000 + +EOF + exit 1 +} + +[ "$2" = "" ] && Usage + +fmri=$1 +cd `dirname $fmri` +fmri=`basename $fmri` +fmri=`$FSLDIR/bin/imglob $fmri` +[ `imtest $fmri` != 1 ] && echo No valid 4D_FMRI input file specified && exit 1 +fmri_orig=$fmri + +hp=$2 + +tr=`$FSLDIR/bin/fslval $fmri pixdim4` + +echo "processing FMRI file $fmri with highpass $hp" + +if [ $hp -gt 0 ] ; then + echo "running highpass" + hptr=`echo "10 k $hp 2 / $tr / p" | dc -` + ${FSLDIR}/bin/fslmaths $fmri -Tmean ${fmri}_Tmean + ${FSLDIR}/bin/fslmaths $fmri -bptf $hptr -1 -add ${fmri}_Tmean ${fmri}_hp$hp + fmri=${fmri}_hp$hp +fi + +echo "running MELODIC" +mkdir -p ${fmri}.ica +$FSLDIR/bin/melodic -i $fmri -o ${fmri}.ica/filtered_func_data.ica -d -250 --nobet --report --Oall --tr=$tr + +cd ${fmri}.ica + +$FSLDIR/bin/imln ../$fmri filtered_func_data +$FSLDIR/bin/imln filtered_func_data.ica/mask mask + +if [ `$FSLDIR/bin/imtest ../${fmri_orig}_SBRef` = 1 ] ; then + $FSLDIR/bin/imln ../${fmri_orig}_SBRef mean_func +else + $FSLDIR/bin/imln filtered_func_data.ica/mean mean_func +fi + +if [ -f ../${fmri_orig}_Atlas.dtseries.nii ] ; then + $FSLDIR/bin/imln ../${fmri_orig}_Atlas.dtseries.nii Atlas.dtseries.nii +fi + +mkdir -p mc +if [ -f ../Movement_Regressors.txt ] ; then + cat ../Movement_Regressors.txt | awk '{ print $4 " " $5 " " $6 " " $1 " " $2 " " $3}' > mc/prefiltered_func_data_mcf.par +else + echo "ERROR: Movement_Regressors.txt not retrieved properly." + exit -1 +fi + +${FSL_FIXDIR}/call_matlab.sh -l .fix.log -f functionmotionconfounds $tr $hp + +mkdir -p reg +cd reg +$FSLDIR/bin/imln ../../../../T1w_restore_brain highres +$FSLDIR/bin/imln ../../../../wmparc wmparc +$FSLDIR/bin/imln ../mean_func example_func +$FSLDIR/bin/makerot --theta=0 > highres2example_func.mat +if [ `$FSLDIR/bin/imtest ../../../../T2w` = 1 ] ; then + $FSLDIR/bin/fslmaths ../../../../T1w -div ../../../../T2w veins -odt float + $FSLDIR/bin/flirt -in ${FSL_FIXDIR}/mask_files/hcp_0.7mm_brain_mask -ref veins -out veinbrainmask -applyxfm + $FSLDIR/bin/fslmaths veinbrainmask -bin veinbrainmask + $FSLDIR/bin/fslmaths veins -div `$FSLDIR/bin/fslstats veins -k veinbrainmask -P 50` -mul 2.18 -thr 10 -min 50 -div 50 veins + $FSLDIR/bin/flirt -in veins -ref example_func -applyxfm -init highres2example_func.mat -out veins_exf + $FSLDIR/bin/fslmaths veins_exf -mas example_func veins_exf +fi +cd ../.. + +echo "running FIX" +if [ $hp != 2000 ] ; then + ${FSL_FIXDIR}/fix ${fmri}.ica ${FSL_FIXDIR}/training_files/HCP_hp200.RData 10 -m -h 200 +else + #${FSL_FIXDIR}/fix ${fmri}.ica ${FSL_FIXDIR}/training_files/HCP_hp2000.RData 10 -m -h 2000 + for t in 1 2 5 10 20 30 40 50; + do + ${FSL_FIXDIR}/fix ${fmri}.ica ${FSL_FIXDIR}/training_files/ZHH30_hp2000.RData ${t} -m -h 2000 + $FSLDIR/bin/immv ${fmri}.ica/filtered_func_data_clean ${fmri}_clean_th_${t} + if [ -f ${fmri}.ica/Atlas_clean.dtseries.nii ] ; then + /bin/mv ${fmri}.ica/Atlas_clean.dtseries.nii ${fmri_orig}_Atlas_hp${hp}_clean_th_${t}.dtseries.nii + fi + done +fi + + + + +