Neurophysiological, imaging and neurobiological markers of central fatigue in multiple sclerosis.
Paper
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The authors' code
Shell · 179 lines · 5.9 KB · MIT
- #!/usr/bin/env bash
- # Written by Wu Jianxiao and CBIG under MIT license: https://github.com/ThomasYeoLab/CBIG/blob/master/LICENSE.md
- # This function warps an input volumes to a target volume space with specified ANTs warp or inverse warp files
- ###########################################
- # Main commands
- ###########################################
- main(){
- # Set up warp files
- warp=${warp_dir}/${warp_prefix}1Warp.nii.gz
- inverse=${warp_dir}/${warp_prefix}1InverseWarp.nii.gz
- affine=${warp_dir}/${warp_prefix}0GenericAffine.mat
- # Set up fmri_reg command
- if [ ! -z $fmri_reg ]; then
- fmri_warp="-t $fmri_reg"
- fi
- # Set up time_series command
- if [ $time_series -eq 1 ]; then
- vol4d="-e 3"
- fi
- # Warp input volume to target's T1 space
- output=$output_dir/${output_prefix}.nii.gz
- if [ ! -e $output ]; then
- case $warp_setting in
- forward)
- cmd="${ANTs_dir}/antsApplyTransforms -d 3 $vol4d -i $input -r $target -n $interp -t $warp -t $affine $fmri_warp"
- cmd="$cmd -o $output"
- echo $cmd
- eval $cmd
- ;;
- inverse)
- cmd="${ANTs_dir}/antsApplyTransforms -d 3 $vol4d -i $input -r $target -n $interp $fmri_warp -t [$affine, 1]"
- cmd="$cmd -t $inverse -o $output"
- echo $cmd
- eval $cmd
- ;;
- *)
- echo "Invalid warp setting. Use either 'forward' or 'inverse'"
- esac
- else
- echo "The input volume have already been projected into ${target}'s space by ANTs"
- fi
- }
- ##################################################################
- # Function usage
- ##################################################################
- # Usage
- usage() { echo "
- Usage: CBIG_antsApplyReg_vol2vol.sh -i input -r target -w warp_prefix -p output_prefix
- This script applies existing warps prepared using ANTs registration to map an input volume to a target volume.
- REQUIRED ARGUMENTS:
- -i <input> absolute path to input volume to map from
- -r <target> absolute path to target volume to be mapped to
- -w <warp_prefix> prefix of the warp files. Specifically, the affine, forward and inverse warps should have the
- following names:
- warp_prefix0GenericAffine.mat
- warp_prefix1Warp.nii.gz
- warp_prefix1InverseWarp.nii.gz
- -p <output_prefix> prefix for output volume
- OPTIONAL ARGUMENTS:
- -f <fmri_reg> absolute path to native-to-T1 registration file for fMRI input. The file must have been
- converted to format used by ANTs (e.g. .txt or .mat) if it was generated using other tools.
- [ default: unset ]
- -e <time_series> set this to 1 if the input volume is 4D (time-series)
- [ default: 0 ]
- -d <warp_dir> absolute path to the warps
- [ default: $(pwd)/results ]
- -o <output_dir> absolute path to output directory
- [ default: $(pwd)/results ]
- -s <warp setting> warping direction ('forward' for forward warp, 'inverse' for inverse warp). For example, if
- the target space was registered to the input space during ANTs registration, then inverse
- warp should be used to now map the input to the target.
- [ default: forward ]
- -t <interp> interpolation (Linear, NearestNeighbor, etc.)
- [ default: Linear ]
- -a <ANTs_dir> directory where ANTs is installed
- [ default: $CBIG_ANTS_DIR ]
- -h display help message
- OUTPUTS:
- $0 will create 1 output file in the output directory, corresponding to the input warped into target's space.
- For example:
- output_prefix.nii.gz
- EXAMPLE:
- $0 -i /path/to/my/data.nii.gz -r /path/to/my/template.nii.gz -w subject_moving_template_fixed -p data_to_template
- -f data_to_T1.txt -s forward
- " 1>&2; exit 1; }
- # Display help message if no argument is supplied
- if [ $# -eq 0 ]; then
- usage; 1>&2; exit 1
- fi
- ##################################################################
- # Assign input variables
- ##################################################################
- # Default parameter
- warp_dir=$(pwd)/results
- output_dir=$(pwd)/results
- warp_setting=forward
- interp=Linear
- ANTs_dir=$CBIG_ANTS_DIR
- time_series=0
- # Assign parameter
- while getopts "i:r:w:p:f:e:d:o:s:t:a:h" opt; do
- case $opt in
- i) input=${OPTARG} ;;
- r) target=${OPTARG} ;;
- w) warp_prefix=${OPTARG} ;;
- p) output_prefix=${OPTARG} ;;
- f) fmri_reg=${OPTARG} ;;
- e) time_series=${OPTARG} ;;
- d) warp_dir=${OPTARG} ;;
- o) output_dir=${OPTARG} ;;
- s) warp_setting=${OPTARG} ;;
- t) interp=${OPTARG} ;;
- a) ANTs_dir=${OPTARG} ;;
- h) usage; exit ;;
- *) usage; 1>&2; exit 1 ;;
- esac
- done
- ##################################################################
- # Check parameter
- ##################################################################
- if [ -z $target ]; then
- echo "Reference volume not defined."; 1>&2; exit 1
- fi
- if [ -z $input ]; then
- echo "Input volume not defined."; 1>&2; exit 1
- fi
- if [ -z $warp_prefix ]; then
- echo "Warp prefix not defined."; 1>&2; exit 1
- fi
- if [ -z $output_prefix ]; then
- echo "Output prefix not defined."; 1>&2; exit 1
- fi
- ##################################################################
- # Disable multi-threading
- ##################################################################
- ITK_GLOBAL_DEFAULT_NUMBER_OF_THREADS=1
- export ITK_GLOBAL_DEFAULT_NUMBER_OF_THREADS
- ##################################################################
- # Set up output directory
- ##################################################################
- if [ ! -d "$output_dir" ]; then
- echo "Output directory does not exist. Making directory now..."
- mkdir -p $output_dir
- fi
- ###########################################
- # Implementation
- ###########################################
- main
CBIG_antsApplyReg_vol2vol.sh at commit 35b5664, under MIT · at the source
Overview
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, 53100, Italy
- Department of Molecular, Cellular and Biomedical Sciences, City University of NewYork, School of Medicine, New York, NY, 10031, United States
- UOC Neurologia, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, 53100, Italy
- Siena Imaging SRL, Siena, 53100, Italy
- Department of Physiotherapy, Medicine, and Biomedical Sciences, NEUROcom (Neuroscience and Motor Control Group), CICA (Interdisciplinary Center for Chemistry and Biology), and Galician Brain Stimulation Centre, Universidade da Coruña, A Coruña, 15001, Spain
- The First Affiliated Hospital, Guangxi Medical University, Nanning, 530000, China
- Health Statistics, University La Sapienza, Roma, 00185, Italy
- Oto-Neuro-Tech Conjoined Lab, Policlinico Le Scotte, University of Siena, Siena, 53100, Italy
- Goldsmiths, UK Department of Psychology, University of London, London, WC1E 7HU, UK
Abstract
Central fatigue affects 80% of patients with multiple sclerosis, with 60% of them claiming it as the most disabling symptom. Current research often independently explores neurophysiological, structural, or functional imaging and biological underpinnings of fatigue, thus lacking a multidimensional perspective. Here, we used a multidimensional approach to investigate the functional, structural and biological underpinnings of fatigue in MS and to assess the relative contribution of each factor. A cross-sectional study was conducted with 41 patients with relapsing–remitting multiple sclerosis and 21 healthy controls (female 14) (HC). MS patients were recruited by including only those with an Expanded Disability Status Scale score < 4, and were categorized as fatigued (MS-F: 19, Female 13, FSS ≥ 4) or non-fatigued (MS-NF: 22, Female 11, FSS < 4). Over five phases, participants underwent Transcranial Magnetic Stimulation, resting-state Electroencephalography, structural and functional Magnetic Resonance, clinical assessments, and blood tests for neurofilament light chain, serum glial fibrillary acidic protein and cytokine levels. Data were analysed using both non-parametric and parametric tests, based on the data distribution. Finally, a decision-tree model was applied to predict patient group assignment. Neurophysiologically, the two patient groups differed in several domains. Those with fatigue had increased θ-band EEG power in frontocentral regions with eyes open. Transcranial Magnetic Stimulation findings indicated significantly lower intracortical facilitation in the MS-F group. Neuroimaging revealed stronger functional connectivity between nodes of the Default Mode Network, between the left temporal node and the right prefrontal node, in the MS-F group. Furthermore, fractional anisotropy via Diffusion Tensor Imaging showed reduced white matter integrity in the corticospinal tracts and corpus callosum in these patients. No significant differences were observed in lesion load, brain volumes, clinical/
Reproduced under the paper's license (CC BY), from the paper cited above.
Repository
Its files are read in the Code ↔ Paper reader above.
thomasyeolab/cbig
35b5664bec8822e2f77da5e090e96f91d0095be6, 31 August 2026Availability: 1 check, the latest on 27 September 2026: the link answers
- 27 September 2026: the link answers
2,000 files
- bin/
CBIG_antsApplyReg_vol2vo — Shell, 179 linesl.sh - bin/
CBIG_antsReg_vol2vol.sh — Shell, 144 lines - data/
templates/ — Shell, 26 linessurface/ scripts/ CBIG_super_inflated.sh - data/
templates/ — Shell, 11 linesvolume/ FSL_MNI152_FS4.5.0/ scripts/ resample_aparc+aseg_182x 218x182.sh - data/
templates/ — C/C++, not shown herevolume/ FSL_MNI152_FS4.5.0/ surf/ lh.inflated.H - data/
templates/ — C/C++, not shown herevolume/ FSL_MNI152_FS4.5.0/ surf/ rh.inflated.H - data/
templates/ — Shell, 23 linesvolume/ FSL_MNI152_masks/ scripts/ create_MNI2mm_gm_mask.sh - data/
templates/ — Shell, 36 linesvolume/ FSL_MNI152_masks/ scripts/ create_subcortical_mask. sh - data/
templates/ — C/C++, not shown herevolume/ SPM_Colin27_FS4.5.0/ surf/ lh.inflated.H - data/
templates/ — C/C++, not shown herevolume/ SPM_Colin27_FS4.5.0/ surf/ rh.inflated.H - external_packages/
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SD/ — MATLAB, 277 linesSDv1.5.1-svn593/ SphericalDemons/ ReleaseSampleCode/ CoregisterSurfaces.m - external_packages/
SD/ — MATLAB, 74 linesSDv1.5.1-svn593/ SphericalDemons/ ReleaseSampleCode/ CreateDefaultAtlasParm.m - external_packages/
SD/ — MATLAB, 97 linesSDv1.5.1-svn593/ SphericalDemons/ ReleaseSampleCode/ CreateDefaultRegParms.m - external_packages/
SD/ — MATLAB, 243 linesSDv1.5.1-svn593/ SphericalDemons/ SD_CreateAtlasFromRegist eredSurfaces.m - external_packages/
SD/ — MATLAB, 165 linesSDv1.5.1-svn593/ SphericalDemons/ SD_CreateAtlasFromRegist eredSurfacesIncremental. m - external_packages/
SD/ — MATLAB, 89 linesSDv1.5.1-svn593/ SphericalDemons/ SD_CreateEmptyParms.m - external_packages/
SD/ — MATLAB, 149 linesSDv1.5.1-svn593/ SphericalDemons/ SD_NormalizeAtlasWarps.m - external_packages/
SD/ — MATLAB, 128 linesSDv1.5.1-svn593/ SphericalDemons/ SD_SphericalExpMap.m - external_packages/
SD/ — MATLAB, 175 linesSDv1.5.1-svn593/ SphericalDemons/ SD_SphericalExpMapLeftEx p.m - external_packages/
SD/ — MATLAB, 102 linesSDv1.5.1-svn593/ SphericalDemons/ SD_TangentVecPt1toPt2Sin e.m - external_packages/
SD/ — MATLAB, 152 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeAtlas2SphereIn variantUpdate.m - external_packages/
SD/ — MATLAB, 183 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeAtlas2SphereIn variantUpdateRKHS.m - external_packages/
SD/ — MATLAB, 270 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeAtlas2SphereIn variantUpdateRKHS2.m - external_packages/
SD/ — MATLAB, 130 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeAtlas2SphereLe ftExpUpdate.m - external_packages/
SD/ — MATLAB, 140 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeAtlas2SphereUp date.m - external_packages/
SD/ — MATLAB, 104 linesSDv1.5.1-svn593/ SphericalDemons/ SD_computeGradAtVertices WithBias.m - external_packages/
SD/ — MATLAB, 48 linesSDv1.5.1-svn593/ SphericalDemons/ SD_findBasisVectors.m - external_packages/
SD/ — MATLAB, 163 linesSDv1.5.1-svn593/ SphericalDemons/ SD_registerAtlas2Sphere. m - external_packages/
SD/ — MATLAB, 234 linesSDv1.5.1-svn593/ SphericalDemons/ SD_registerAtlas2SphereM ultiRes.m - external_packages/
SD/ — MATLAB, 43 linesSDv1.5.1-svn593/ SphericalDemons/ SD_registerPairOfSpheres .m - external_packages/
SD/ — MATLAB, 104 linesSDv1.5.1-svn593/ SphericalDemons/ SD_rotateAtlas2Sphere.m - external_packages/
SD/ — MATLAB, 90 linesSDv1.5.1-svn593/ SphericalDemons/ SD_smoothDeformationFiel d.m - external_packages/
SD/ — MATLAB, 66 linesSDv1.5.1-svn593/ SphericalDemons/ SD_warpPointbyTangentVec Sine.m - external_packages/
SD/ — MATLAB, 64 linesSDv1.5.1-svn593/ SphericalDemons/ freesurfer/ CreateDefaultFreeSurferA tlas.m - external_packages/
SD/ — MATLAB, 94 linesSDv1.5.1-svn593/ SphericalDemons/ freesurfer/ CreateDefaultFreeSurferR egParms.m - external_packages/
SD/ — MATLAB, 45 linesSDv1.5.1-svn593/ SphericalDemons/ freesurfer/ mris_SD_make_template.m - external_packages/
SD/ — MATLAB, 152 linesSDv1.5.1-svn593/ SphericalDemons/ freesurfer/ mris_SD_pairwise_registe r.m - external_packages/
SD/ — MATLAB, 123 linesSDv1.5.1-svn593/ SphericalDemons/ freesurfer/ mris_SD_register.m - external_packages/
SD/ — MATLAB, 52 linesSDv1.5.1-svn593/ SphericalDemons/ issq.m - external_packages/
SD/ — MATLAB, 45 linesSDv1.5.1-svn593/ add_all_paths.m - external_packages/
SD/ — MATLAB, 61 linesSDv1.5.1-svn593/ add_all_paths2.m - external_packages/
SD/ — MATLAB, 64 linesSDv1.5.1-svn593/ compile_all.m - external_packages/
SD/ — C/C++, not shown hereSDv1.5.1-svn593/ example_surfaces/ OAS1_0001_MR1/ surf/ lh.inflated.H - external_packages/
SD/ — C/C++, not shown hereSDv1.5.1-svn593/ example_surfaces/ OAS1_0003_MR1/ surf/ lh.inflated.H - external_packages/
SD/ — C/C++, not shown hereSDv1.5.1-svn593/ example_surfaces/ OAS1_0004_MR1/ surf/ lh.inflated.H - external_packages/
SD/ — C/C++, not shown hereSDv1.5.1-svn593/ example_surfaces/ OAS1_0005_MR1/ surf/ lh.inflated.H - external_packages/
SD/ — C/C++, not shown hereSDv1.5.1-svn593/ example_surfaces/ OAS1_0006_MR1/ surf/ lh.inflated.H - external_packages/
SD/ — MATLAB, 3 linesSDv1.5.1-svn593/ kd_tree/ kd_tree_compile.m - external_packages/
SD/ — MATLAB, 35 linesSDv1.5.1-svn593/ kd_tree/ kdrange_demo.m - external_packages/
SD/ — C++, 155 linesSDv1.5.1-svn593/ kd_tree/ kdrangequery.cc - external_packages/
SD/ — MATLAB, 39 linesSDv1.5.1-svn593/ kd_tree/ kdrangequery.m - external_packages/
SD/ — C++, 229 linesSDv1.5.1-svn593/ kd_tree/ kdtree.cc - external_packages/
SD/ — C++, 394 linesSDv1.5.1-svn593/ kd_tree/ kdtree_common.cc - external_packages/
SD/ — C/C++, 92 linesSDv1.5.1-svn593/ kd_tree/ kdtree_common.h - external_packages/
SD/ — MATLAB, 41 linesSDv1.5.1-svn593/ kd_tree/ kdtree_demo.m - external_packages/
SD/ — MATLAB, 60 linesSDv1.5.1-svn593/ kd_tree/ kdtree_help.m - external_packages/
SD/ — C++, 237 linesSDv1.5.1-svn593/ kd_tree/ kdtreeidx.cc - external_packages/
SD/ — MATLAB, 57 linesSDv1.5.1-svn593/ kd_tree/ kdtreeidx.m - external_packages/
SD/ — MATLAB, 27 linesSDv1.5.1-svn593/ kd_tree/ temp_demo.m - external_packages/
SD/ — C, 460 linesSDv1.5.1-svn593/ min_heap/ min_heap.c - external_packages/
SD/ — C/C++, 71 linesSDv1.5.1-svn593/ min_heap/ min_heap.h - external_packages/
SD/ — MATLAB, 35 linesSDv1.5.1-svn593/ min_heap/ min_heap_compile.m - external_packages/
lda-c-dist/ — C, 145 linescokus.c - external_packages/
lda-c-dist/ — C/C++, 27 linescokus.h - external_packages/
lda-c-dist/ — C, 68 lineslda-alpha.c - external_packages/
lda-c-dist/ — C/C++, 20 lineslda-alpha.h - external_packages/
lda-c-dist/ — C, 67 lineslda-data.c - external_packages/
lda-c-dist/ — C/C++, 14 lineslda-data.h - external_packages/
lda-c-dist/ — C, 341 lineslda-estimate.c - external_packages/
lda-c-dist/ — C/C++, 50 lineslda-estimate.h - external_packages/
lda-c-dist/ — C, 128 lineslda-inference.c - external_packages/
lda-c-dist/ — C/C++, 16 lineslda-inference.h - external_packages/
lda-c-dist/ — C, 250 lineslda-model.c - external_packages/
lda-c-dist/ — C/C++, 24 lineslda-model.h - external_packages/
lda-c-dist/ — C/C++, 57 lineslda.h - external_packages/
lda-c-dist/ — Python, 41 linestopics.py - external_packages/
lda-c-dist/ — C, 111 linesutils.c - external_packages/
lda-c-dist/ — C/C++, 18 linesutils.h - external_packages/
matlab/ — MATLAB, 280 linesdefault_packages/ DSP/ Hungarian.m - external_packages/
matlab/ — MATLAB, 454 linesdefault_packages/ DSP/ direcClus_fix_bessel_bsx fun.m - external_packages/
matlab/ — MATLAB, 59 linesdefault_packages/ DSP/ discover.m - external_packages/
matlab/ — MATLAB, 50 linesdefault_packages/ DSP/ performMatching.m - external_packages/
matlab/ — MATLAB, 49 linesdefault_packages/ FDR/ FDR.m - external_packages/
matlab/ — MATLAB, 38 linesdefault_packages/ WashU_gradients/ ciftiopen.m - external_packages/
matlab/ — MATLAB, 32 linesdefault_packages/ WashU_gradients/ ciftisavereset.m - external_packages/
matlab/ — MATLAB, 48 linesdefault_packages/ WashU_gradients/ metric_minima_all_cifti. m - external_packages/
matlab/ — MATLAB, 93 linesdefault_packages/ WashU_gradients/ watershed_algorithm_all_ par_cifti.m - external_packages/
matlab/ — MATLAB, 39 linesdefault_packages/ cifti-matlab/ @gifti/ Contents.m - external_packages/
matlab/ — MATLAB, 25 linesdefault_packages/ cifti-matlab/ @gifti/ display.m - external_packages/
matlab/ — MATLAB, 53 linesdefault_packages/ cifti-matlab/ @gifti/ export.m - external_packages/
matlab/ — MATLAB, 16 linesdefault_packages/ cifti-matlab/ @gifti/ fieldnames.m - external_packages/
matlab/ — MATLAB, 111 linesdefault_packages/ cifti-matlab/ @gifti/ gifti.m - external_packages/
matlab/ — MATLAB, 13 linesdefault_packages/ cifti-matlab/ @gifti/ isfield.m - external_packages/
matlab/ — MATLAB, 67 linesdefault_packages/ cifti-matlab/ @gifti/ plot.m - external_packages/
matlab/ — MATLAB, 81 linesdefault_packages/ cifti-matlab/ @gifti/ private/ base64decode.m - external_packages/
matlab/ — MATLAB, 157 linesdefault_packages/ cifti-matlab/ @gifti/ private/ base64encode.m - external_packages/
matlab/ — MATLAB, 26 linesdefault_packages/ cifti-matlab/ @gifti/ private/ getdict.m - external_packages/
matlab/ — MATLAB, 116 linesdefault_packages/ cifti-matlab/ @gifti/ private/ isintent.m - external_packages/
matlab/ — C, 4,214 linesdefault_packages/ cifti-matlab/ @gifti/ private/ miniz.c - external_packages/
matlab/ — MATLAB, 564 linesdefault_packages/ cifti-matlab/ @gifti/ private/ mvtk_write.m - external_packages/
matlab/ — MATLAB, 25 linesdefault_packages/ cifti-matlab/ @gifti/ private/ read_freesurfer_file.m - external_packages/
matlab/ — MATLAB, 236 linesdefault_packages/ cifti-matlab/ @gifti/ private/ read_gifti_file_standalo ne.m - external_packages/
matlab/ — MATLAB, 429 linesdefault_packages/ cifti-matlab/ @gifti/ private/ xml_parser.m - external_packages/
matlab/ — C, 77 linesdefault_packages/ cifti-matlab/ @gifti/ private/ zstream.c - external_packages/
matlab/ — MATLAB, 49 linesdefault_packages/ cifti-matlab/ @gifti/ private/ zstream.m - external_packages/
matlab/ — MATLAB, 253 linesdefault_packages/ cifti-matlab/ @gifti/ save.m - external_packages/
matlab/ — MATLAB, 365 linesdefault_packages/ cifti-matlab/ @gifti/ saveas.m - external_packages/
matlab/ — MATLAB, 18 linesdefault_packages/ cifti-matlab/ @gifti/ struct.m - external_packages/
matlab/ — MATLAB, 139 linesdefault_packages/ cifti-matlab/ @gifti/ subsasgn.m - external_packages/
matlab/ — MATLAB, 60 linesdefault_packages/ cifti-matlab/ @gifti/ subsref.m - external_packages/
matlab/ — MATLAB, 54 linesdefault_packages/ cifti-matlab/ @xmltree/ Contents.m - external_packages/
matlab/ — MATLAB, 94 linesdefault_packages/ cifti-matlab/ @xmltree/ add.m - external_packages/
matlab/ — MATLAB, 117 linesdefault_packages/ cifti-matlab/ @xmltree/ attributes.m - external_packages/
matlab/ — MATLAB, 55 linesdefault_packages/ cifti-matlab/ @xmltree/ branch.m - external_packages/
matlab/ — MATLAB, 18 linesdefault_packages/ cifti-matlab/ @xmltree/ char.m - external_packages/
matlab/ — MATLAB, 31 linesdefault_packages/ cifti-matlab/ @xmltree/ children.m - external_packages/
matlab/ — MATLAB, 149 linesdefault_packages/ cifti-matlab/ @xmltree/ convert.m - external_packages/
matlab/ — MATLAB, 50 linesdefault_packages/ cifti-matlab/ @xmltree/ copy.m - external_packages/
matlab/ — MATLAB, 36 linesdefault_packages/ cifti-matlab/ @xmltree/ delete.m - external_packages/
matlab/ — MATLAB, 22 linesdefault_packages/ cifti-matlab/ @xmltree/ display.m - external_packages/
matlab/ — MATLAB, 401 linesdefault_packages/ cifti-matlab/ @xmltree/ editor.m - external_packages/
matlab/ — MATLAB, 174 linesdefault_packages/ cifti-matlab/ @xmltree/ find.m - external_packages/
matlab/ — MATLAB, 43 linesdefault_packages/ cifti-matlab/ @xmltree/ flush.m - external_packages/
matlab/ — MATLAB, 43 linesdefault_packages/ cifti-matlab/ @xmltree/ get.m - external_packages/
matlab/ — MATLAB, 17 linesdefault_packages/ cifti-matlab/ @xmltree/ getfilename.m - external_packages/
matlab/ — MATLAB, 26 linesdefault_packages/ cifti-matlab/ @xmltree/ isfield.m - external_packages/
matlab/ — MATLAB, 37 linesdefault_packages/ cifti-matlab/ @xmltree/ length.m - external_packages/
matlab/ — MATLAB, 22 linesdefault_packages/ cifti-matlab/ @xmltree/ move.m - external_packages/
matlab/ — MATLAB, 17 linesdefault_packages/ cifti-matlab/ @xmltree/ parent.m - external_packages/
matlab/ — C, 110 linesdefault_packages/ cifti-matlab/ @xmltree/ private/ xml_findstr.c - external_packages/
matlab/ — MATLAB, 42 linesdefault_packages/ cifti-matlab/ @xmltree/ private/ xml_findstr.m - external_packages/
matlab/ — MATLAB, 421 linesdefault_packages/ cifti-matlab/ @xmltree/ private/ xml_parser.m - external_packages/
matlab/ — MATLAB, 36 linesdefault_packages/ cifti-matlab/ @xmltree/ root.m - external_packages/
matlab/ — MATLAB, 135 linesdefault_packages/ cifti-matlab/ @xmltree/ save.m - external_packages/
matlab/ — MATLAB, 27 linesdefault_packages/ cifti-matlab/ @xmltree/ set.m - external_packages/
matlab/ — MATLAB, 16 linesdefault_packages/ cifti-matlab/ @xmltree/ setfilename.m - external_packages/
matlab/ — MATLAB, 61 linesdefault_packages/ cifti-matlab/ @xmltree/ xmltree.m - external_packages/
matlab/ — MATLAB, 1,016 linesdefault_packages/ cifti-matlab/ ft_read_cifti.m - external_packages/
matlab/ — MATLAB, 849 linesdefault_packages/ cifti-matlab/ ft_write_cifti.m - external_packages/
matlab/ — Shell, 126 linesdefault_packages/ cifti-matlab/ package.sh - external_packages/
matlab/ — MATLAB, 52 linesdefault_packages/ cifti-matlab/ private/ copyfields.m - external_packages/
matlab/ — MATLAB, 49 linesdefault_packages/ cifti-matlab/ private/ fetch_url.m - external_packages/
matlab/ — MATLAB, 62 linesdefault_packages/ cifti-matlab/ private/ filetype_check_extension .m - external_packages/
matlab/ — MATLAB, 99 linesdefault_packages/ cifti-matlab/ private/ filetype_check_header.m - external_packages/
matlab/ — MATLAB, 263 linesdefault_packages/ cifti-matlab/ private/ filetype_check_uri.m - external_packages/
matlab/ — MATLAB, 52 linesdefault_packages/ cifti-matlab/ private/ find_outermost_boundary. m - external_packages/
matlab/ — MATLAB, 51 linesdefault_packages/ cifti-matlab/ private/ fixname.m - external_packages/
matlab/ — MATLAB, 76 linesdefault_packages/ cifti-matlab/ private/ fixpos.m - external_packages/
matlab/ — MATLAB, 267 linesdefault_packages/ cifti-matlab/ private/ ft_convert_units.m - external_packages/
matlab/ — MATLAB, 292 linesdefault_packages/ cifti-matlab/ private/ ft_datatype.m - external_packages/
matlab/ — MATLAB, 454 linesdefault_packages/ cifti-matlab/ private/ ft_datatype_sens.m - external_packages/
matlab/ — MATLAB, 59 linesdefault_packages/ cifti-matlab/ private/ ft_estimate_units.m - external_packages/
matlab/ — MATLAB, 1,431 linesdefault_packages/ cifti-matlab/ private/ ft_filetype.m - external_packages/
matlab/ — MATLAB, 106 linesdefault_packages/ cifti-matlab/ private/ ft_getopt.m - external_packages/
matlab/ — MATLAB, 561 linesdefault_packages/ cifti-matlab/ private/ ft_hastoolbox.m - external_packages/
matlab/ — MATLAB, 2,352 linesdefault_packages/ cifti-matlab/ private/ ft_read_header.m - external_packages/
matlab/ — MATLAB, 1,010 linesdefault_packages/ cifti-matlab/ private/ ft_read_headshape.m - external_packages/
matlab/ — MATLAB, 474 linesdefault_packages/ cifti-matlab/ private/ ft_read_mri.m - external_packages/
matlab/ — MATLAB, 378 linesdefault_packages/ cifti-matlab/ private/ ft_read_sens.m - external_packages/
matlab/ — MATLAB, 71 linesdefault_packages/ cifti-matlab/ private/ ft_read_vol.m - external_packages/
matlab/ — MATLAB, 256 linesdefault_packages/ cifti-matlab/ private/ ft_scalingfactor.m - external_packages/
matlab/ — MATLAB, 457 linesdefault_packages/ cifti-matlab/ private/ ft_senstype.m - external_packages/
matlab/ — MATLAB, 87 linesdefault_packages/ cifti-matlab/ private/ ft_struct2double.m - external_packages/
matlab/ — MATLAB, 138 linesdefault_packages/ cifti-matlab/ private/ ft_voltype.m - external_packages/
matlab/ — MATLAB, 257 linesdefault_packages/ cifti-matlab/ private/ ft_warning.m - external_packages/
matlab/ — MATLAB, 203 linesdefault_packages/ cifti-matlab/ private/ ft_warp_apply.m - external_packages/
matlab/ — MATLAB, 237 linesdefault_packages/ cifti-matlab/ private/ ft_write_headshape.m - external_packages/
matlab/ — MATLAB, 611 linesdefault_packages/ cifti-matlab/ private/ getdimord.m - external_packages/
matlab/ — MATLAB, 70 linesdefault_packages/ cifti-matlab/ private/ getdimsiz.m - external_packages/
matlab/ — MATLAB, 104 linesdefault_packages/ cifti-matlab/ private/ hasyokogawa.m - external_packages/
matlab/ — MATLAB, 145 linesdefault_packages/ cifti-matlab/ private/ individual2sn.m - external_packages/
matlab/ — MATLAB, 84 linesdefault_packages/ cifti-matlab/ private/ inflate_file.m - external_packages/
matlab/ — MATLAB, 42 linesdefault_packages/ cifti-matlab/ private/ istrue.m - external_packages/
matlab/ — MATLAB, 44 linesdefault_packages/ cifti-matlab/ private/ keepfields.m - external_packages/
matlab/ — MATLAB, 123 linesdefault_packages/ cifti-matlab/ private/ ndgrid.m - external_packages/
matlab/ — MATLAB, 34 linesdefault_packages/ cifti-matlab/ private/ pos2transform.m - external_packages/
matlab/ — MATLAB, 168 linesdefault_packages/ cifti-matlab/ private/ read_asa.m - external_packages/
matlab/ — MATLAB, 40 linesdefault_packages/ cifti-matlab/ private/ read_besa_sfp.m - external_packages/
matlab/ — MATLAB, 56 linesdefault_packages/ cifti-matlab/ private/ read_bti_hs.m - external_packages/
matlab/ — MATLAB, 107 linesdefault_packages/ cifti-matlab/ private/ read_bv_srf.m - external_packages/
matlab/ — MATLAB, 110 linesdefault_packages/ cifti-matlab/ private/ read_caret_spec.m - external_packages/
matlab/ — MATLAB, 190 linesdefault_packages/ cifti-matlab/ private/ read_ctf_hc.m - external_packages/
matlab/ — MATLAB, 72 linesdefault_packages/ cifti-matlab/ private/ read_ctf_pos.m - external_packages/
matlab/ — MATLAB, 41 linesdefault_packages/ cifti-matlab/ private/ read_ctf_shape.m - external_packages/
matlab/ — MATLAB, 165 linesdefault_packages/ cifti-matlab/ private/ read_neuromag_hc.m - external_packages/
matlab/ — MATLAB, 110 linesdefault_packages/ cifti-matlab/ private/ read_nifti2_hdr.m - external_packages/
matlab/ — MATLAB, 57 linesdefault_packages/ cifti-matlab/ private/ read_off.m - external_packages/
matlab/ — MATLAB, 211 linesdefault_packages/ cifti-matlab/ private/ read_ply.m - external_packages/
matlab/ — MATLAB, 101 linesdefault_packages/ cifti-matlab/ private/ read_polhemus_fil.m - external_packages/
matlab/ — MATLAB, 136 linesdefault_packages/ cifti-matlab/ private/ read_stl.m - external_packages/
matlab/ — MATLAB, 48 linesdefault_packages/ cifti-matlab/ private/ read_vtk.m - external_packages/
matlab/ — MATLAB, 223 linesdefault_packages/ cifti-matlab/ private/ read_yokogawa_header.m - external_packages/
matlab/ — MATLAB, 232 linesdefault_packages/ cifti-matlab/ private/ read_yokogawa_header_new .m - external_packages/
matlab/ — MATLAB, 186 linesdefault_packages/ cifti-matlab/ private/ refine.m - external_packages/
matlab/ — MATLAB, 44 linesdefault_packages/ cifti-matlab/ private/ removefields.m - external_packages/
matlab/ — MATLAB, 56 linesdefault_packages/ cifti-matlab/ private/ renamefields.m - external_packages/
matlab/ — MATLAB, 64 linesdefault_packages/ cifti-matlab/ private/ sn2individual.m - external_packages/
matlab/ — MATLAB, 65 linesdefault_packages/ cifti-matlab/ private/ surf_to_tetgen.m - external_packages/
matlab/ — MATLAB, 83 linesdefault_packages/ cifti-matlab/ private/ tokenize.m - external_packages/
matlab/ — MATLAB, 82 linesdefault_packages/ cifti-matlab/ private/ write_nifti2_hdr.m - external_packages/
matlab/ — MATLAB, 58 linesdefault_packages/ cifti-matlab/ private/ write_off.m - external_packages/
matlab/ — MATLAB, 120 linesdefault_packages/ cifti-matlab/ private/ write_ply.m - external_packages/
matlab/ — MATLAB, 60 linesdefault_packages/ cifti-matlab/ private/ write_stl.m - external_packages/
matlab/ — MATLAB, 54 linesdefault_packages/ cifti-matlab/ private/ write_vtk.m - external_packages/
matlab/ — MATLAB, 73 linesdefault_packages/ edit_distances/ edit_distance_damerau.m - external_packages/
matlab/ — MATLAB, 75 linesdefault_packages/ edit_distances/ edit_distance_damerau_ke ylist.m - external_packages/
matlab/ — MATLAB, 64 linesdefault_packages/ edit_distances/ edit_distance_levenshtei n.m - external_packages/
matlab/ — MATLAB, 66 linesdefault_packages/ edit_distances/ edit_distance_levenshtei n_keylist.m - external_packages/
matlab/ — MATLAB, 70 linesdefault_packages/ edit_distances/ edit_distance_weighted.m - external_packages/
matlab/ — MATLAB, 71 linesdefault_packages/ edit_distances/ edit_distance_weighted_k eylist.m - external_packages/
matlab/ — MATLAB, 39 linesdefault_packages/ figure_utilities/ discretize.m - external_packages/
matlab/ — MATLAB, 392 linesdefault_packages/ figure_utilities/ eps2xxx.m - external_packages/
matlab/ — MATLAB, 152 linesdefault_packages/ figure_utilities/ herrorbar.m - external_packages/
matlab/ — MATLAB, 430 linesdefault_packages/ figure_utilities/ rotateXLabels.m - external_packages/
matlab/ — MATLAB, 430 linesdefault_packages/ figure_utilities/ xticklabel_rotate.m - external_packages/
matlab/ — C++, 1,877 linesdefault_packages/ graph_cut/ GCoptimization.cpp - external_packages/
matlab/ — C/C++, 628 linesdefault_packages/ graph_cut/ GCoptimization.h - external_packages/
matlab/ — C++, 67 linesdefault_packages/ graph_cut/ LinkedBlockList.cpp - external_packages/
matlab/ — C/C++, 50 linesdefault_packages/ graph_cut/ LinkedBlockList.h - external_packages/
matlab/ — C/C++, 268 linesdefault_packages/ graph_cut/ block.h - external_packages/
matlab/ — C/C++, 330 linesdefault_packages/ graph_cut/ energy.h - external_packages/
matlab/ — C++, 437 linesdefault_packages/ graph_cut/ example.cpp - external_packages/
matlab/ — C++, 114 linesdefault_packages/ graph_cut/ graph.cpp - external_packages/
matlab/ — C/C++, 506 linesdefault_packages/ graph_cut/ graph.h - external_packages/
matlab/ — MATLAB, 79 linesdefault_packages/ graph_cut/ matlab/ GCO_BuildLib.m - external_packages/
matlab/ — MATLAB, 9 linesdefault_packages/ graph_cut/ matlab/ GCO_ComputeEnergy.m - external_packages/
matlab/ — MATLAB, 11 linesdefault_packages/ graph_cut/ matlab/ GCO_Create.m - external_packages/
matlab/ — MATLAB, 7 linesdefault_packages/ graph_cut/ matlab/ GCO_Delete.m - external_packages/
matlab/ — MATLAB, 8 linesdefault_packages/ graph_cut/ matlab/ GCO_ExpandOnAlpha.m - external_packages/
matlab/ — MATLAB, 22 linesdefault_packages/ graph_cut/ matlab/ GCO_Expansion.m - external_packages/
matlab/ — MATLAB, 16 linesdefault_packages/ graph_cut/ matlab/ GCO_GetLabeling.m - external_packages/
matlab/ — MATLAB, 10 linesdefault_packages/ graph_cut/ matlab/ GCO_ListHandles.m - external_packages/
matlab/ — MATLAB, 15 linesdefault_packages/ graph_cut/ matlab/ GCO_LoadLib.m - external_packages/
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matlab/ — MATLAB, 108 linesnon_default_packages/ topictoolbox/ AssociationLDA.m - external_packages/
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matlab/ — MATLAB, 29 linesnon_default_packages/ topictoolbox/ createcollage.m - external_packages/
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matlab/ — MATLAB, 108 linesnon_default_packages/ topictoolbox/ stream_to_collocation_da ta.m - external_packages/
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mmlda-c-dist/ — C, 145 linescode/ cokus.c - external_packages/
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polarlda-c-dist/ — C, 145 linescode/ cokus.c - external_packages/
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polarlda-c-dist/ — Python, 41 linescode/ topics.py - external_packages/
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python/ — Python, 38 linesmapalign-master/ setup.py - external_packages/
python/ — Shell, 86 linesyapf-master/ plugins/ pre-commit.sh - external_packages/
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python/ — Python, 13 lines, not shown hereyapf-master/ yapftests/ __init__.py - external_packages/
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python/ — Python, 89 lines, not shown hereyapf-master/ yapftests/ yapf_test_helper.py - setup/
CBIG_check_changed_funct — Shell, 97 lines, not shown hereions_in_other_functions. sh - setup/
CBIG_check_format_and_li — Shell, 25 lines, not shown herecense_in_all_functions.s h - setup/
CBIG_generic_setup.sh — Shell, 224 lines, not shown here - setup/
CBIG_sample_config.sh — Shell, 58 lines, not shown here - setup/
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check_function_format/ — Shell, 46 lines, not shown hereCBIG_check_whether_funct ion_used_in_other_functi ons_wrapper.sh - setup/
check_function_format/ — Shell, 83 lines, not shown hereCBIG_prepend_prefix_to_f unction_name.sh - setup/
check_function_format/ — Shell, 34 lines, not shown hereCBIG_prepend_prefix_to_f unction_name_wrapper.sh - setup/
check_license/ — Shell, 180 lines, not shown hereCBIG_check_license_matla b_file.sh - setup/
check_license/ — Shell, 14 lines, not shown hereCBIG_check_license_one_f older.sh - setup/
python_env_setup/ — Shell, 46 lines, not shown hereCBIG_python_env_aws_setu p.sh - setup/
python_env_setup/ — Shell, 113 lines, not shown hereCBIG_python_env_generic_ setup.sh - setup/
python_env_setup/ — Python, 32 lines, not shown heretests/ CBIG_python_env_setup_un it_test.py - setup/
replace_old_with_new_fun — Shell, 68 lines, not shown herec_name/ CBIG_replace_old_with_ne w_function_name.sh - setup/
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tests/ — Shell, 36 lines, not shown herehooks_tests/ pre_commit_tests/ CBIG_pre_commit_tests.sh - setup/
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tests/ — Python, 18 lines, not shown herehooks_tests/ pre_commit_tests/ F_check_pep8_format/ follow_pep8.py - setup/
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tests/ — MATLAB, 3 lines, not shown herehooks_tests/ pre_push_tests/ A_check_whether_function _used_in_other_function/ test/ CBIG_test_aaa.m - setup/
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tests/ — Shell, 25 lines, not shown herehooks_tests/ pre_push_tests/ C_check_whether_class_na me_conflict_with_others/ test/ config/ CBIG_test_tested_config. sh - setup/
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tests/ — MATLAB, 3 lines, not shown herehooks_tests/ pre_push_tests/ D_check_project_specific _prefix/ test/ CBIG_bbb.m - setup/
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tests/ — MATLAB, 1 line, not shown herehooks_tests/ pre_push_tests/ H_check_project_keras_js on/ test/ config/ CBIG_test_tested_startup .m - stable_projects/
brain_parcellation/ — MATLAB, 426 lines, not shown hereKong2019_MSHBM/ CBIG_MSHBM_parcellation_ single_subject.m - stable_projects/
brain_parcellation/ — MATLAB, 33 lines, not shown hereKong2019_MSHBM/ examples/ CBIG_MSHBM_check_example _results.m - stable_projects/
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brain_parcellation/ — MATLAB, 56 lines, not shown hereKong2019_MSHBM/ lib/ CBIG_MSHBM_read_fmri.m - stable_projects/
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brain_parcellation/ — MATLAB, 551 lines, not shown hereKong2022_ArealMSHBM/ CBIG_ArealMSHBM_parcella tion_single_subject.m - stable_projects/
brain_parcellation/ — MATLAB, 208 lines, not shown hereKong2022_ArealMSHBM/ examples/ CBIG_ArealMSHBM_check_ex ample_results.m - stable_projects/
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brain_parcellation/ — Shell, 223 lines, not shown hereKong2022_ArealMSHBM/ replication/ CBIG_ArealMSHBM_create_r eplication_input_data.sh - stable_projects/
brain_parcellation/ — Shell, 202 lines, not shown hereKong2022_ArealMSHBM/ replication/ CBIG_ArealMSHBM_replicat ion_wrapper.sh - stable_projects/
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brain_parcellation/ — Shell, 46 lines, not shown hereKong2022_ArealMSHBM/ replication/ config/ CBIG_ArealMSHBM_tested_c onfig.sh - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereKong2022_ArealMSHBM/ replication/ config/ CBIG_ArealMSHBM_tested_s tartup.m - stable_projects/
brain_parcellation/ — MATLAB, 189 lines, not shown hereKong2022_ArealMSHBM/ step0_generate_gradient_ prior/ CBIG_ArealMSHBM_generate _gradient.m - stable_projects/
brain_parcellation/ — MATLAB, 149 lines, not shown hereKong2022_ArealMSHBM/ step1_generate_profiles_ and_ini_params/ CBIG_ArealMSHBM_avg_prof iles.m - stable_projects/
brain_parcellation/ — MATLAB, 164 lines, not shown hereKong2022_ArealMSHBM/ step1_generate_profiles_ and_ini_params/ CBIG_ArealMSHBM_generate _ini_params.m - stable_projects/
brain_parcellation/ — MATLAB, 64 lines, not shown hereKong2022_ArealMSHBM/ step1_generate_profiles_ and_ini_params/ CBIG_ArealMSHBM_generate _ini_params_Schaefer.m - stable_projects/
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brain_parcellation/ — MATLAB, 344 lines, not shown hereKong2022_ArealMSHBM/ step1_generate_profiles_ and_ini_params/ CBIG_ArealMSHBM_generate _radius_mask.m - stable_projects/
brain_parcellation/ — MATLAB, 47 lines, not shown hereKong2022_ArealMSHBM/ step1_generate_profiles_ and_ini_params/ CBIG_ArealMSHBM_generate _radius_mask_Schaefer.m - stable_projects/
brain_parcellation/ — MATLAB, 410 lines, not shown hereKong2022_ArealMSHBM/ step2_estimate_priors/ CBIG_ArealMSHBM_cMSHBM_e stimate_group_priors_chi ld.m - stable_projects/
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brain_parcellation/ — MATLAB, 731 lines, not shown hereKong2022_ArealMSHBM/ step3_generate_ind_parce llations/ CBIG_ArealMSHBM_cMSHBM_g enerate_individual_parce llation.m - stable_projects/
brain_parcellation/ — MATLAB, 624 lines, not shown hereKong2022_ArealMSHBM/ step3_generate_ind_parce llations/ CBIG_ArealMSHBM_dMSHBM_g enerate_individual_parce llation.m - stable_projects/
brain_parcellation/ — MATLAB, 756 lines, not shown hereKong2022_ArealMSHBM/ step3_generate_ind_parce llations/ CBIG_ArealMSHBM_gMSHBM_g enerate_individual_parce llation.m - stable_projects/
brain_parcellation/ — MATLAB, 207 lines, not shown hereKong2022_ArealMSHBM/ step3_generate_ind_parce llations/ CBIG_ArealMSHBM_paramete rs_validation.m - stable_projects/
brain_parcellation/ — MATLAB, 43 lines, not shown hereKong2022_ArealMSHBM/ unit_tests/ CBIG_ArealMSHBM_unit_tes t.m - stable_projects/
brain_parcellation/ — MATLAB, 130 lines, not shown hereLim2026_MSHBM_epilepsy/ CBIG_MSHBM_Epilepsy_LI.m - stable_projects/
brain_parcellation/ — MATLAB, 60 lines, not shown hereLim2026_MSHBM_epilepsy/ examples/ CBIG_MSHBM_Epilepsy_chec k_example_results.m - stable_projects/
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brain_parcellation/ — MATLAB, 178 lines, not shown hereLim2026_MSHBM_epilepsy/ replication/ NIH/ CBIG_ParcellationHomogen eity_FS_meantimecourse.m - stable_projects/
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brain_parcellation/ — MATLAB, 51 lines, not shown hereLim2026_MSHBM_epilepsy/ replication/ config/ CBIG_epilepsy_startup.m - stable_projects/
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brain_parcellation/ — MATLAB, 314 lines, not shown hereLim2026_MSHBM_epilepsy/ replication/ esfmri/ CBIG_test_MSHBM_esfmri_i nhomo.m - stable_projects/
brain_parcellation/ — MATLAB, 50 lines, not shown hereLim2026_MSHBM_epilepsy/ unit_tests/ CBIG_MSHBM_Epilepsy_unit _test.m - stable_projects/
brain_parcellation/ — MATLAB, 73 lines, not shown hereSchaefer2018_LocalGlobal / Code/ CBIG_gwMRF_build_data_an d_perform_clustering.m - stable_projects/
brain_parcellation/ — MATLAB, 57 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_build_prod_ma trix.m - stable_projects/
brain_parcellation/ — MATLAB, 130 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_build_time_ma trix.m - stable_projects/
brain_parcellation/ — MATLAB, 74 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_generate_comp onents.m - stable_projects/
brain_parcellation/ — MATLAB, 30 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_gradient_vert ices_to_matrix.m - stable_projects/
brain_parcellation/ — MATLAB, 48 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_graph_cut_clu stering.m - stable_projects/
brain_parcellation/ — MATLAB, 139 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_graph_cut_clu stering_iter_split.m - stable_projects/
brain_parcellation/ — MATLAB, 474 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_graph_cut_clu stering_split_newkappa.m - stable_projects/
brain_parcellation/ — MATLAB, 550 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_graph_cut_clu stering_split_newkappa_p rod.m - stable_projects/
brain_parcellation/ — MATLAB, 267 lines, not shown hereSchaefer2018_LocalGlobal / Code/ lib/ CBIG_gwMRF_set_prams.m - stable_projects/
brain_parcellation/ — Shell, 15 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ CBIG_gwMRF_copy_fs_avera ge.sh - stable_projects/
brain_parcellation/ — MATLAB, 400 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ CBIG_gwMRF_regenerate_Sc haefer2018_parcellations .m - stable_projects/
brain_parcellation/ — MATLAB, 36 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ lib/ CBIG_gwMRF_create_FSL_LU T.m - stable_projects/
brain_parcellation/ — MATLAB, 72 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ lib/ CBIG_gwMRF_individual_lu t.m - stable_projects/
brain_parcellation/ — MATLAB, 324 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ lib/ CBIG_gwMRF_match_yeo2011 .m - stable_projects/
brain_parcellation/ — MATLAB, 63 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ lib/ CBIG_gwMRF_save_index_tr ans_btwn2versions.m - stable_projects/
brain_parcellation/ — MATLAB, 86 lines, not shown hereSchaefer2018_LocalGlobal / Parcellations/ Code/ lib/ CBIG_gwMRF_write_cifti_f rom_annot.m - stable_projects/
brain_parcellation/ — Shell, 28 lines, not shown hereSchaefer2018_LocalGlobal / examples/ example_input/ CBIG_gwMRF_create_exampl e_input_fullpaths.sh - stable_projects/
brain_parcellation/ — MATLAB, 90 lines, not shown hereSchaefer2018_LocalGlobal / examples/ scripts/ CBIG_gwMRF_check_example _results.m - stable_projects/
brain_parcellation/ — MATLAB, 29 lines, not shown hereSchaefer2018_LocalGlobal / examples/ scripts/ CBIG_gwMRF_generate_exam ple_results.m - stable_projects/
brain_parcellation/ — Shell, 14 lines, not shown hereSchaefer2018_LocalGlobal / replication/ config/ CBIG_gwMRF_generate_stan dalone.sh - stable_projects/
brain_parcellation/ — Shell, 44 lines, not shown hereSchaefer2018_LocalGlobal / replication/ config/ CBIG_gwMRF_tested_config .sh - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereSchaefer2018_LocalGlobal / replication/ config/ CBIG_gwMRF_tested_startu p.m - stable_projects/
brain_parcellation/ — MATLAB, 71 lines, not shown hereSchaefer2018_LocalGlobal / unit_tests/ CBIG_gwMRF_unit_test.m - stable_projects/
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brain_parcellation/ — Shell, 56 lines, not shown hereSchaefer2018_LocalGlobal / unit_tests/ scripts/ CBIG_gwMRF_create_unit_t ests_input_fullpaths.sh - stable_projects/
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brain_parcellation/ — MATLAB, 185 lines, not shown hereXue2021_IndCerebellum/ CBIG_IndCBM_cerebellum_p arcellation.m - stable_projects/
brain_parcellation/ — Shell, 101 lines, not shown hereXue2021_IndCerebellum/ CBIG_IndCBM_compute_prof ile.sh - stable_projects/
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brain_parcellation/ — Shell, 125 lines, not shown hereXue2021_IndCerebellum/ CBIG_IndCBM_create_templ ate.sh - stable_projects/
brain_parcellation/ — MATLAB, 52 lines, not shown hereXue2021_IndCerebellum/ CBIG_IndCBM_extract_MSHB M_result.m - stable_projects/
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brain_parcellation/ — MATLAB, 41 lines, not shown hereXue2021_IndCerebellum/ examples/ CBIG_IndCBM_check_exampl e_results.m - stable_projects/
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brain_parcellation/ — Shell, 70 lines, not shown hereXue2021_IndCerebellum/ examples/ CBIG_IndCBM_generate_exa mple_list.sh - stable_projects/
brain_parcellation/ — MATLAB, 83 lines, not shown hereXue2021_IndCerebellum/ lib/ CBIG_IndCBM_cifti2nifti. m - stable_projects/
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brain_parcellation/ — MATLAB, 37 lines, not shown hereXue2021_IndCerebellum/ replication/ config/ CBIG_IndCBM_tested_start up.m - stable_projects/
brain_parcellation/ — MATLAB, 41 lines, not shown hereXue2021_IndCerebellum/ unit_tests/ CBIG_IndCBM_unit_test.m - stable_projects/
brain_parcellation/ — MATLAB, 64 lines, not shown hereYan2023_homotopic/ code/ step1_generate_fmri_inpu t/ CBIG_hMRF_build_prod_mat rix.m - stable_projects/
brain_parcellation/ — MATLAB, 123 lines, not shown hereYan2023_homotopic/ code/ step1_generate_fmri_inpu t/ CBIG_hMRF_build_time_mat rix.m - stable_projects/
brain_parcellation/ — MATLAB, 98 lines, not shown hereYan2023_homotopic/ code/ step1_generate_fmri_inpu t/ CBIG_hMRF_generate_premu ltiplied_matrix.m - stable_projects/
brain_parcellation/ — MATLAB, 61 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ CBIG_hMRF_generate_parce llation_for_diff_rand_in its.m - stable_projects/
brain_parcellation/ — MATLAB, 435 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ CBIG_hMRF_optimize_cost_ function.m - stable_projects/
brain_parcellation/ — MATLAB, 283 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ CBIG_hMRF_set_params.m - stable_projects/
brain_parcellation/ — MATLAB, 440 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ CBIG_hMRF_update_labels_ via_graphcut.m - stable_projects/
brain_parcellation/ — MATLAB, 120 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ CBIG_hMRF_wrapper_genera te_homotopic_parcellatio n.m - stable_projects/
brain_parcellation/ — MATLAB, 118 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_adapt_c.m - stable_projects/
brain_parcellation/ — MATLAB, 120 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_adapt_d.m - stable_projects/
brain_parcellation/ — MATLAB, 140 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_adapt_tau.m - stable_projects/
brain_parcellation/ — MATLAB, 160 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_compute_archit ectonic_metrics.m - stable_projects/
brain_parcellation/ — MATLAB, 447 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_find_and_fix_l ost_parcels.m - stable_projects/
brain_parcellation/ — MATLAB, 126 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_find_parcels_m ismatched_topology_indir ect_nbors.m - stable_projects/
brain_parcellation/ — MATLAB, 50 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_generate_compo nents_one_hemi.m - stable_projects/
brain_parcellation/ — MATLAB, 49 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_get_left_right _overlapping_labels.m - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_initialize_hom otopic_smoothcost_mat.m - stable_projects/
brain_parcellation/ — MATLAB, 63 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_initialize_lam bda_in_vonmises_partitio n_func.m - stable_projects/
brain_parcellation/ — MATLAB, 42 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_load_mesh_mask _by_mesh_type.m - stable_projects/
brain_parcellation/ — MATLAB, 132 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_merge_singular _parcels_on_one_hemi.m - stable_projects/
brain_parcellation/ — MATLAB, 45 lines, not shown hereYan2023_homotopic/ code/ step2_generate_parcellat ion/ lib/ CBIG_hMRF_update_whole_b rain_neighborhood.m - stable_projects/
brain_parcellation/ — MATLAB, 147 lines, not shown hereYan2023_homotopic/ code/ utilities/ CBIG_hMRF_generate_fs6_l hrh_nborhood.m - stable_projects/
brain_parcellation/ — C/C++, not shown hereYan2023_homotopic/ code/ utilities/ input/ fsaverage6/ surf/ lh.inflated.H - stable_projects/
brain_parcellation/ — C/C++, not shown hereYan2023_homotopic/ code/ utilities/ input/ fsaverage6/ surf/ lh.white_avg.H - stable_projects/
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brain_parcellation/ — C/C++, not shown hereYan2023_homotopic/ code/ utilities/ input/ fsaverage6/ surf/ rh.white_avg.H - stable_projects/
brain_parcellation/ — MATLAB, 94 lines, not shown hereYan2023_homotopic/ examples/ CBIG_hMRF_check_example_ results.m - stable_projects/
brain_parcellation/ — Shell, 83 lines, not shown hereYan2023_homotopic/ examples/ CBIG_hMRF_create_2subjec t_fullpaths.sh - stable_projects/
brain_parcellation/ — MATLAB, 54 lines, not shown hereYan2023_homotopic/ examples/ CBIG_hMRF_example_wrappe r.m - stable_projects/
brain_parcellation/ — MATLAB, 68 lines, not shown hereYan2023_homotopic/ replication/ CBIG_hMRF_check_replicat ion_results.m - stable_projects/
brain_parcellation/ — Shell, 63 lines, not shown hereYan2023_homotopic/ replication/ CBIG_hMRF_generate_parce llation.sh - stable_projects/
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brain_parcellation/ — Shell, 54 lines, not shown hereYan2023_homotopic/ replication/ CBIG_hMRF_generate_subje ct_fullpath_GSP.sh - stable_projects/
brain_parcellation/ — Shell, 56 lines, not shown hereYan2023_homotopic/ replication/ CBIG_hMRF_replicate_400l evel_parcellation_wrappe r.sh - stable_projects/
brain_parcellation/ — Shell, 16 lines, not shown hereYan2023_homotopic/ replication/ config/ CBIG_hMRF_generate_stand alone.sh - stable_projects/
brain_parcellation/ — Shell, 45 lines, not shown hereYan2023_homotopic/ replication/ config/ CBIG_hMRF_tested_config. sh - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereYan2023_homotopic/ replication/ config/ CBIG_hMRF_tested_startup .m - stable_projects/
brain_parcellation/ — MATLAB, 57 lines, not shown hereYan2023_homotopic/ unit_tests/ CBIG_hMRF_unit_test.m - stable_projects/
brain_parcellation/ — MATLAB, 446 lines, not shown hereYeo2011_fcMRI_clustering / 1000subjects_reference/ Yeo_JNeurophysiol11_Spli tLabels/ grow_boundary/ code/ CBIG_Yeo2011_GrowBoundar ies.m - stable_projects/
brain_parcellation/ — MATLAB, 100 lines, not shown hereYeo2011_fcMRI_clustering / 1000subjects_reference/ Yeo_JNeurophysiol11_Spli tLabels/ scripts/ CBIG_Yeo2011_ProjectSpli tLabels2MNI1mm.m - stable_projects/
brain_parcellation/ — MATLAB, 57 lines, not shown hereYeo2011_fcMRI_clustering / examples/ scripts/ CBIG_Yeo2011_check_examp le_results.m - stable_projects/
brain_parcellation/ — MATLAB, 32 lines, not shown hereYeo2011_fcMRI_clustering / examples/ scripts/ CBIG_Yeo2011_generate_ex ample_results.m - stable_projects/
brain_parcellation/ — Shell, 13 lines, not shown hereYeo2011_fcMRI_clustering / replication/ config/ CBIG_Yeo2011_generate_st andalone.sh - stable_projects/
brain_parcellation/ — Shell, 40 lines, not shown hereYeo2011_fcMRI_clustering / replication/ config/ CBIG_Yeo2011_tested_conf ig.sh - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereYeo2011_fcMRI_clustering / replication/ config/ CBIG_Yeo2011_tested_star tup.m - stable_projects/
brain_parcellation/ — MATLAB, 37 lines, not shown hereYeo2011_fcMRI_clustering / unit_tests/ CBIG_Yeo2011_unit_test.m - stable_projects/
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fMRI_dynamics/ — Python, 873 lines, not shown hereKong2021_pMFM/ examples/ scripts/ CBIG_pMFM_basic_function s_example.py - stable_projects/
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fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ CBIG_pMFM_step3_test_mai n.py - stable_projects/
fMRI_dynamics/ — Python, 118 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ CBIG_pMFM_step4_generate _simulated_fc_fcd.py - stable_projects/
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fMRI_dynamics/ — Python, 139 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ CBIG_pMFM_step6_fitmodel .py - stable_projects/
fMRI_dynamics/ — Python, 620 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ CBIG_pMFM_step7_perturba tion_analysis.py - stable_projects/
fMRI_dynamics/ — MATLAB, 237 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ CBIG_pMFM_step8_gene_exp ression_analysis_desikan .m - stable_projects/
fMRI_dynamics/ — Python, 2 lines, not shown hereKong2021_pMFM/ part1_pMFM_main/ scripts/ __init__.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_I/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 233 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_I/ scripts/ CBIG_pMFM_step1_training _conI.py - stable_projects/
fMRI_dynamics/ — Python, 94 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_I/ scripts/ CBIG_pMFM_step2_validati on_conI.py - stable_projects/
fMRI_dynamics/ — Python, 114 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_I/ scripts/ CBIG_pMFM_step3_test_con I.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_W/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 232 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_W/ scripts/ CBIG_pMFM_step1_training _conw.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_W/ scripts/ CBIG_pMFM_step2_validati on_conw.py - stable_projects/
fMRI_dynamics/ — Python, 100 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_W/ scripts/ CBIG_pMFM_step3_test_con w.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_parameter/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 200 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_parameter/ scripts/ CBIG_pMFM_step1_training _conpara.py - stable_projects/
fMRI_dynamics/ — Python, 80 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_parameter/ scripts/ CBIG_pMFM_step2_validati on_conpara.py - stable_projects/
fMRI_dynamics/ — Python, 74 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_parameter/ scripts/ CBIG_pMFM_step3_test_con para.py - stable_projects/
fMRI_dynamics/ — Python, 114 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_parameter/ scripts/ CBIG_pMFM_step4_generate _simulated_fc_fcd.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_sigma/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 237 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_sigma/ scripts/ CBIG_pMFM_step1_training _consigma.py - stable_projects/
fMRI_dynamics/ — Python, 95 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_sigma/ scripts/ CBIG_pMFM_step2_validati on_consigma.py - stable_projects/
fMRI_dynamics/ — Python, 100 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Constant_sigma/ scripts/ CBIG_pMFM_step3_test_con sigma.py - stable_projects/
fMRI_dynamics/ — Python, 867 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Different_window_length/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 71 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Different_window_length/ scripts/ CBIG_pMFM_test_different _window.py - stable_projects/
fMRI_dynamics/ — MATLAB, 26 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Dwell_time/ scripts/ CBIG_pMFM_count_func.m - stable_projects/
fMRI_dynamics/ — MATLAB, 49 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Dwell_time/ scripts/ CBIG_pMFM_dwell_time_emp irical.m - stable_projects/
fMRI_dynamics/ — MATLAB, 48 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Dwell_time/ scripts/ CBIG_pMFM_dwell_time_sim ulated.m - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ FC_cost/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 234 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ FC_cost/ scripts/ CBIG_pMFM_step1_training _fccost.py - stable_projects/
fMRI_dynamics/ — Python, 93 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ FC_cost/ scripts/ CBIG_pMFM_step2_validati on_fccost.py - stable_projects/
fMRI_dynamics/ — Python, 103 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ FC_cost/ scripts/ CBIG_pMFM_step3_test_fcc ost.py - stable_projects/
fMRI_dynamics/ — Python, 114 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ FC_cost/ scripts/ CBIG_pMFM_step4_generate _simulated_fc_fcd.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Gradient_only/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 230 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Gradient_only/ scripts/ CBIG_pMFM_step1_training _gradient.py - stable_projects/
fMRI_dynamics/ — Python, 89 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Gradient_only/ scripts/ CBIG_pMFM_step2_validati on_gradient.py - stable_projects/
fMRI_dynamics/ — Python, 105 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Gradient_only/ scripts/ CBIG_pMFM_step3_test_gra dient.py - stable_projects/
fMRI_dynamics/ — Python, 867 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ High_resolution/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 68 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ High_resolution/ scripts/ CBIG_pMFM_test_high_reso lution.py - stable_projects/
fMRI_dynamics/ — Python, 1,130 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 231 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step1_training _IndividualMain.py - stable_projects/
fMRI_dynamics/ — Python, 93 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step2_validati on_IndividualMain.py - stable_projects/
fMRI_dynamics/ — Python, 116 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step3_test_Ind ividualMain.py - stable_projects/
fMRI_dynamics/ — Python, 225 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step4_training _IndividualGrad.py - stable_projects/
fMRI_dynamics/ — Python, 89 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step5_validati on_IndividualGrad.py - stable_projects/
fMRI_dynamics/ — Python, 115 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step6_test_Ind ividualGrad.py - stable_projects/
fMRI_dynamics/ — Python, 224 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step7_training _IndividualT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 89 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step8_validati on_IndividualT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 115 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Individual_analysis/ scripts/ CBIG_pMFM_step9_test_Ind ividualT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Non_parametric/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 192 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Non_parametric/ scripts/ CBIG_pMFM_step1_training _nonpara.py - stable_projects/
fMRI_dynamics/ — Python, 70 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Non_parametric/ scripts/ CBIG_pMFM_step2_validati on_nonpara.py - stable_projects/
fMRI_dynamics/ — Python, 103 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Non_parametric/ scripts/ CBIG_pMFM_step3_test_non para.py - stable_projects/
fMRI_dynamics/ — Python, 771 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 220 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step10_trainin g_Gene.py - stable_projects/
fMRI_dynamics/ — Python, 85 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step11_validat ion_Gene.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step12_test_Ge ne.py - stable_projects/
fMRI_dynamics/ — Python, 227 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step13_trainin g_GeneGrad.py - stable_projects/
fMRI_dynamics/ — Python, 90 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step14_validat ion_GeneGrad.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step15_test_Ge neGrad.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step16_trainin g_GeneT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step17_validat ion_GeneT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step18_test_Ge neT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 220 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step19_trainin g_Struct.py - stable_projects/
fMRI_dynamics/ — Python, 220 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step1_training _Funcvar.py - stable_projects/
fMRI_dynamics/ — Python, 87 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step20_validat ion_Struct.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step21_test_St ruct.py - stable_projects/
fMRI_dynamics/ — Python, 227 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step22_trainin g_StructGrad.py - stable_projects/
fMRI_dynamics/ — Python, 92 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step23_validat ion_StructGrad.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step24_test_St ructGrad.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step25_trainin g_StructT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step26_validat ion_StructT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step27_test_St ructT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 220 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step28_trainin g_GradPC2.py - stable_projects/
fMRI_dynamics/ — Python, 86 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step29_validat ion_GradPC2.py - stable_projects/
fMRI_dynamics/ — Python, 87 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step2_validati on_Funcvar.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step30_test_Gr adPC2.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step31_trainin g_GradPC2Grad.py - stable_projects/
fMRI_dynamics/ — Python, 92 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step32_validat ion_GradPC2Grad.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step33_test_Gr adPC2Grad.py - stable_projects/
fMRI_dynamics/ — Python, 225 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step34_trainin g_GradPC2T1T2.py - stable_projects/
fMRI_dynamics/ — Python, 89 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step35_validat ion_GradPC2T1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step36_test_Gr adPC2T1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step3_test_Fun cvar.py - stable_projects/
fMRI_dynamics/ — Python, 228 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step4_training _FuncvarGrad.py - stable_projects/
fMRI_dynamics/ — Python, 92 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step5_validati on_FuncvarGrad.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step6_test_Fun cvarGrad.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step7_training _FuncvarT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step8_validati on_FuncvarT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Primary_gradients/ scripts/ CBIG_pMFM_step9_test_Fun cvarT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 196 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ SOMA_algorithm/ scripts/ CBIG_pMFM_SOMA_training. py - stable_projects/
fMRI_dynamics/ — Python, 886 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ SOMA_algorithm/ scripts/ CBIG_pMFM_basic_function s_main.py - stable_projects/
fMRI_dynamics/ — MATLAB, 112 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ STDFCD_permutation_Desik an/ scripts/ CBIG_pMFM_step1_generate _permutation_order_desik an.m - stable_projects/
fMRI_dynamics/ — MATLAB, 170 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ STDFCD_permutation_Desik an/ scripts/ CBIG_pMFM_step2_STDFCD_p ermutation_correlation_d esikan.m - stable_projects/
fMRI_dynamics/ — MATLAB, 112 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ STDFCD_permutation_Schae fer100/ scripts/ CBIG_pMFM_step1_generate _permutation_order_schae fer.m - stable_projects/
fMRI_dynamics/ — MATLAB, 170 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ STDFCD_permutation_Schae fer100/ scripts/ CBIG_pMFM_step2_STDFCD_p ermutation_correlation_s chaefer.m - stable_projects/
fMRI_dynamics/ — MATLAB, 79 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ SWSTD_FCD_lowGS/ scripts/ CBIG_pMFM_STDFCD_lowGS.m - stable_projects/
fMRI_dynamics/ — Python, 775 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 234 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step1_training _Schaefer100.py - stable_projects/
fMRI_dynamics/ — Python, 94 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step2_validati on_Schaefer100.py - stable_projects/
fMRI_dynamics/ — Python, 103 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step3_test_Sch aefer100.py - stable_projects/
fMRI_dynamics/ — Python, 108 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step4_generate _simulated_fc_fcd.py - stable_projects/
fMRI_dynamics/ — MATLAB, 132 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step5_generate _STDFCD_correlation_Scha efer100.m - stable_projects/
fMRI_dynamics/ — MATLAB, 101 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step6_SWSTD_st ate_Schaefer100.m - stable_projects/
fMRI_dynamics/ — Python, 620 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step7_perturba tion_analysis.py - stable_projects/
fMRI_dynamics/ — MATLAB, 237 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Schaefer100_parcellation / scripts/ CBIG_pMFM_step8_gene_exp ression_analysis_schaefe r.m - stable_projects/
fMRI_dynamics/ — Python, 771 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 227 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step1_training _SpGrad_SpT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step2_validati on_SpGrad_SpT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step3_test_SpG rad_SpT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step4_training _SpGrad.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step5_validati on_SpGrad.py - stable_projects/
fMRI_dynamics/ — Python, 116 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step6_test_SpG rad.py - stable_projects/
fMRI_dynamics/ — Python, 227 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step7_training _SpT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 91 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step8_validati on_SpT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 116 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Spinned_gradient/ scripts/ CBIG_pMFM_step9_test_SpT 1T2.py - stable_projects/
fMRI_dynamics/ — Python, 772 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ T1T2_only/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ T1T2_only/ scripts/ CBIG_pMFM_step1_training _T1T2.py - stable_projects/
fMRI_dynamics/ — Python, 88 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ T1T2_only/ scripts/ CBIG_pMFM_step2_validati on_T1T2.py - stable_projects/
fMRI_dynamics/ — Python, 105 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ T1T2_only/ scripts/ CBIG_pMFM_step3_test_T1T 2.py - stable_projects/
fMRI_dynamics/ — Python, 771 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_basic_function s.py - stable_projects/
fMRI_dynamics/ — Python, 226 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step1_training _WeightedMain.py - stable_projects/
fMRI_dynamics/ — Python, 89 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step2_validati on_WeightedMain.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step3_test_Wei ghtedMain.py - stable_projects/
fMRI_dynamics/ — Python, 220 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step4_training _WeightedGrad.py - stable_projects/
fMRI_dynamics/ — Python, 87 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step5_validati on_WeightedGrad.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step6_test_Wei ghtedGrad.py - stable_projects/
fMRI_dynamics/ — Python, 219 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step7_training _WeightedT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 85 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step8_validati on_WeightedT1T2.py - stable_projects/
fMRI_dynamics/ — Python, 117 lines, not shown hereKong2021_pMFM/ part2_pMFM_control_analy sis/ Weighted_cost/ scripts/ CBIG_pMFM_step9_test_Wei ghtedT1T2.py - stable_projects/
fMRI_dynamics/ — Shell, 9 lines, not shown hereKong2021_pMFM/ replication/ CBIG_pMFM_replication_al l_wrapper.sh - stable_projects/
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- LICENSE.md — License, 7 lines, not shown here
- README.md — Text, 27 lines, not shown here
The paper's code and data availability statement is in the Data section.
Tracing map
Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.
What the map holds:
- 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
- 1,998 scripts, each with its path and the digest of its content;
- no match between paragraphs and code yet;
- neither the text of the paper nor the code itself.
Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.
Data
Datasets cited
- neurovault.org/
collections/ — at neurovault.org; found in the text, “WM lesion detection and analysis”264
Data availability
Due to privacy and consent restrictions, individual-level neuroimaging, neurophysiological, clinical and behavioural data are not publicly available but can be shared in anonymized form upon request to the corresponding author, subject to institutional approvals. No new MATLAB codes were generated.
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 1, 29 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 22 authors, 5 keywords, 2 funders, 80 references, 1 RRID.
Cite
This paper
Benelli, A., Tatti, E., Cortese, R., Massucco, E., Luchetti, L., Battaglini, M., Cudeiro, J., de Mauro, A., Zhang, J., Plantone, D., Pasqualetti, P., Righi, D., Neri, F., Stromillo, M. L., Cinti, A., Giannotta, A., Lomi, F., Scoccia, A., Lai, G., . . . Rossi, S. (2026). Neurophysiological, imaging and neurobiological markers of central fatigue in multiple sclerosis. Brain communications, 8(3), fcag134. https://
BibTeX
@article{benelli2026neur
author = {Benelli, Alberto and Tatti, Elisa and Cortese, Rosa and Massucco, Elisa and Luchetti, Ludovico and Battaglini, Marco and Cudeiro, Javier and de Mauro, Anna and Zhang, Jian and Plantone, Domenico and Pasqualetti, Patrizio and Righi, Delia and Neri, Francesco and Stromillo, Maria Laura and Cinti, Alessandra and Giannotta, Alessandro and Lomi, Francesco and Scoccia, Adriano and Lai, Giuseppe and De Stefano, Nicola and Ulivelli, Monica and Rossi, Simone},
title = {{Neurophysiological, imaging and neurobiological markers of central fatigue in multiple sclerosis}},
journal = {Brain communications},
year = {2026},
month = apr,
volume = {8},
number = {3},
pages = {fcag134},
publisher = {Oxford University Press},
issn = {2632-1297},
doi = {10.1093/
url = {https://
pmid = {42099304},
pmcid = {PMC13148770}
}
RIS
TY - JOUR
AU - Benelli, Alberto
AU - Tatti, Elisa
AU - Cortese, Rosa
AU - Massucco, Elisa
AU - Luchetti, Ludovico
AU - Battaglini, Marco
AU - Cudeiro, Javier
AU - de Mauro, Anna
AU - Zhang, Jian
AU - Plantone, Domenico
AU - Pasqualetti, Patrizio
AU - Righi, Delia
AU - Neri, Francesco
AU - Stromillo, Maria Laura
AU - Cinti, Alessandra
AU - Giannotta, Alessandro
AU - Lomi, Francesco
AU - Scoccia, Adriano
AU - Lai, Giuseppe
AU - De Stefano, Nicola
AU - Ulivelli, Monica
AU - Rossi, Simone
TI - Neurophysiological, imaging and neurobiological markers of central fatigue in multiple sclerosis
T2 - Brain communications
J2 - Brain Commun
PY - 2026
DA - 2026/
VL - 8
IS - 3
SP - fcag134
SN - 2632-1297
PB - Oxford University Press
DO - 10.1093/
UR - https://
LA - en
ER -
CSL-JSON
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