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.github/dependabot.yml

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# Documentation
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# https://docs.github.com/en/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
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version: 2
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updates:
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- package-ecosystem: "github-actions"
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directory: "/"
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schedule:
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interval: "weekly"

.github/workflows/deploy.yml

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name: Build and Deploy
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concurrency:
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group: ${{ github.workflow }}-${{ github.ref }}
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cancel-in-progress: true
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on:
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push:
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branches:
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- master
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permissions:
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contents: write
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jobs:
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build-and-deploy:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout 🛎️
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uses: actions/checkout@v3
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- uses: actions/setup-python@v4
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with:
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python-version: "3.11"
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- name: Install and Build 🔧
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run: |
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python -m pip install --upgrade pip
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python -m pip install -r requirements.txt
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mkdocs build
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- name: Deploy 🚀
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uses: JamesIves/github-pages-deploy-action@v4
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with:
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folder: site

.github/workflows/validate_datasets.yml

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FORCE_COLOR: 1
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steps:
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- uses: actions/checkout@v2
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- uses: actions/checkout@v3
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- name: Set up Node.js
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uses: actions/setup-node@v2
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uses: actions/setup-node@v3
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with:
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node-version: 14
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node-version: 18
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- name: Install BIDS validator (stable)
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if: "matrix.bids-validator == 'stable'"
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run: |
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pushd ..
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# Get npm 7+
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npm install -g npm@^7
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npm install -g npm
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git clone --depth 1 https://github.com/bids-standard/bids-validator
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cd bids-validator
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# Generate the full development node_modules

.gitignore

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.DS_Store
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*.DS_Store
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.idea/
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.ipynb_checkpoints
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desktop.ini
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*.asv
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.idea/
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venv/
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*.DS_Store
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env/
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*.asv
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site/

CONTRIBUTING.md

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README.md

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dataset_listing.tsv

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name description link to full data maintained by datatypes suffixes
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eeg_matchingpennies Offline data of BCI experiment decoding left vs. right hand movement. BrainVision data format (.eeg, .vhdr, .vmrk) [link](https://doi.org/10.17605/OSF.IO/CJ2DR) [@sappelhoff](https://github.com/sappelhoff) eeg channels, eeg, events
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eeg_rishikesh Mind wandering experiment. EEG data in Biosemi (.bdf) format [link](https://openneuro.org/datasets/ds001787) [@arnodelorme](https://github.com/arnodelorme) eeg channels, eeg, events
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eeg_face13 Deconstructing the early visual electrocortical response to face and house stimuli. EDF format [@andesha](https://github.com/andesha) eeg channels, coordsystem, eeg, electrodes, events
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eeg_ds003645s_hed Shows usage of Hierarchical Event Descriptor (HED) in events files [link](https://openneuro.org/datasets/ds003645) [@VisLab](https://github.com/VisLab) eeg channels, eeg, events
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eeg_ds003645s_hed_inheritance HED annotation with multiple inherited sidecars [link](https://openneuro.org/datasets/ds003645) [@VisLab](https://github.com/VisLab) eeg channels, eeg, events
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eeg_ds003645s_hed_longform HED annotation using tags in long form. [link](https://openneuro.org/datasets/ds003645) [@VisLab](https://github.com/VisLab) eeg channels, eeg, events
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eeg_ds003645s_hed_library HED annotation using HED library vocabularies (schema). [link](https://openneuro.org/datasets/ds003645) [@VisLab](https://github.com/VisLab) eeg channels, eeg, events
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eeg_cbm Rest EEG. European Data Format (.edf) [@cpernet](https://github.com/cpernet) eeg channels, eeg, events, scans
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ieeg_filtered_speech recordings of three seizures [@choldgraf](https://github.com/choldgraf) ieeg channels, coordsystem, electrodes, events, ieeg, photo
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ieeg_motorMiller2007 Cue-based hand & tongue movement data [@dorahermes](https://github.com/dorahermes) ieeg channels, coordsystem, electrodes, events, ieeg
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ieeg_visual Stimulus dependence of gamma oscillations in human visual cortex [@dorahermes](https://github.com/dorahermes) anat, ieeg T1w, channels, coordsystem, electrodes, events, ieeg
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7t_trt [link](https://bit.ly/2H0Z6Qt) anat, fmap, func T1map, T1w, bold, magnitude1, magnitude2, phasediff, physio, scans, sessions
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ds001 single task, multiple runs [link](https://openneuro.org/datasets/ds000001/versions/00006) anat, func T1w, bold, events, inplaneT2
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ds002 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000002/versions/00002) anat, func T1w, bold, events, inplaneT2
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ds003 single task, single run [link](https://openneuro.org/datasets/ds000003/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds005 single task, multiple runs [link](https://openneuro.org/datasets/ds000005/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds006 single task, multiple sessions, multiple runs [link](https://openneuro.org/datasets/ds000006/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds007 single task, multiple runs [link](https://openneuro.org/datasets/ds000007/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds008 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000008/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds009 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000009/versions/00002) anat, func T1w, bold, events, inplaneT2, scans
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ds011 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000011/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds051 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000051/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds052 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000052/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds101 single task, multiple runs [link](https://openneuro.org/datasets/ds000101/versions/00004) anat, func T1w, bold, events
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ds102 single task, multiple runs [link](https://openneuro.org/datasets/ds000102/versions/00001) anat, func T1w, bold, events
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ds105 single task, multiple runs [link](https://openneuro.org/datasets/ds000105/versions/00001) anat, func T1w, bold, events
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ds107 single task, multiple runs [link](https://openneuro.org/datasets/ds000107/versions/00001) anat, func T1w, bold, events
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ds108 single task, multiple runs [link](https://openneuro.org/datasets/ds000108/versions/00002) anat, func T1w, bold, events
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ds109 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000109/versions/00001) anat, func T1w, bold, events
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ds110 single task, multiple runs [link](https://openneuro.org/datasets/ds000110/versions/00001) anat, func T1w, bold, events, inplaneT2
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ds113b forrest gump watching, multiple sessions, multiple runs [link](https://openneuro.org/datasets/ds000113/versions/1.3.0) func bold, events
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ds114 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000114/versions/1.0.1) anat, dwi, func T1w, bold, dwi, events
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ds116 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000116/versions/00003) anat, func T1w, bold, events, inplaneT2
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ds210 multiple tasks, multiple runs [link](https://openneuro.org/datasets/ds000210/versions/00002) func bold, physio
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hcp_example_bids [link](https://bit.ly/2H0Z6Qt) [@robertoostenveld](https://github.com/robertoostenveld) anat, fmap T1w, T2w, magnitude1, magnitude2, phasediff
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synthetic A synthetic dataset [@effigies](https://github.com/effigies) anat, beh, func T1w, beh, bold, events, physio, scans, sessions, stim
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ds000001-fmriprep Common derivatives example [link](https://openneuro.org/datasets/ds000001/versions/1.0.0) [@effigies](https://github.com/effigies) n/a n/a
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ds004332 Anat dataset with task entity [link](https://openneuro.org/datasets/ds004332/versions/1.0.2) [@Remi-Gau](https://github.com/Remi-Gau) anat FLAIR, T1w, T2starw, T2w
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asl001 T1w, asl (GE, PCASL, 3D_SPIRAL), m0scan within timeseries [link](https://osf.io/yru2q/) [@patsycle](https://github.com/patsycle) anat, perf T1w, asl, aslcontext, asllabeling
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asl002 T1w, asl (Philips, PCASL, 2D_EPI), m0scan as separate scan [link](https://osf.io/yru2q/) [@patsycle](https://github.com/patsycle) anat, perf T1w, asl, aslcontext, asllabeling, m0scan
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asl003 T1w, asl (Siemens, PASL, multiTI), M0scan as separate scan [link](https://osf.io/yru2q/) [@patsycle](https://github.com/patsycle) anat, perf T1w, asl, aslcontext, asllabeling, m0scan
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asl004 T1w, asl (Siemens, PCASL, multiPLD with pepolar), m0scan separate scans with pepolar appraoch [link](https://osf.io/yru2q/) [@patsycle](https://github.com/patsycle) anat, fmap, perf T1w, asl, aslcontext, asllabeling, m0scan
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asl005 T1w, asl (Siemens, PCASL, singleTI, 3D_GRASE), m0scan as separate scan [link](https://osf.io/yru2q/) [@patsycle](https://github.com/patsycle) anat, perf T1w, asl, aslcontext, asllabeling, m0scan
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qmri_mp2rage MP2RAGE for T1 mapping [link](https://osf.io/k4bs5/) [@Gilles86](https://github.com/Gilles86) anat MP2RAGE, defacemask
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qmri_mp2rageme Multi-echo MP2RAGE [link](https://osf.io/k4bs5/) [@Gilles86](https://github.com/Gilles86) anat, fmap MP2RAGE, TB1map
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qmri_mpm Multi-parametric mapping for R1, R2star, MTsat and PD mapping [link](https://osf.io/k4bs5/) [@ChristophePhillips](https://github.com/ChristophePhillips) anat, fmap MPM, RB1COR, TB1EPI, magnitude1, magnitude2, phasediff
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qmri_mtsat Example dataset for T1 and MTsat mapping. Includes a double-angle B1+ mapping example. [link](https://osf.io/k4bs5/) [@agahkarakuzu](https://github.com/agahkarakuzu) anat, fmap MTS, TB1DAM
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qmri_qsm Chimap using fast QSM `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) anat T1w
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qmri_sa2rage Fast B1+ mapping using SA2RAGE `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) fmap TB1SRGE
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qmri_vfa Variable Flip Angle T1 mapping. Includes an Actual Flip Angle (AFI) B1+ mapping example. [link](https://osf.io/k4bs5/) [@agahkarakuzu](https://github.com/agahkarakuzu) anat, fmap TB1AFI, VFA
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qmri_irt1 Inversion Recovery T1 mapping `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) anat IRT1
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qmri_mese Multi-Echo Spin-Echo for T2 or Myelin Water Fraction (MWF) mapping. `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) anat MESE
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qmri_megre Multi-Echo Gradient-Echo for T2star mapping. `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) anat MEGRE
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qmri_tb1tfl B1+ mapping with TurboFLASH readout. `not publicly availabe` [@agahkarakuzu](https://github.com/agahkarakuzu) fmap TB1TFL
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pet001 T1w, PET, blood [@mnoergaard](https://github.com/mnoergaard) anat, pet T1w, blood, pet
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pet002 T1w, PET [link](https://openneuro.org/datasets/ds001420/) [@mnoergaard](https://github.com/mnoergaard) anat, pet T1w, pet
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pet003 T1w, PET, blood [@mnoergaard](https://github.com/mnoergaard) anat, pet T1w, blood, pet
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pet004 PET, blood [@mnoergaard](https://github.com/mnoergaard) pet blood, pet
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pet005 T1w, PET [@mnoergaard](https://github.com/mnoergaard) anat, pet T1w, events, pet
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micr_SEM Example SEM dataset in PNG format with 1 sample imaged over 2 sessions [link](https://doi.org/10.5281/zenodo.5498378) [@jcohenadad](https://github.com/jcohenadad) micr SEM, photo, samples, sessions
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micr_SEMzarr Example SEM dataset in PNG and OME-ZARR format with 1 sample imaged over 2 sessions [@TheChymera](https://github.com/TheChymera) micr SEM, samples, sessions
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micr_SPIM Example SPIM dataset in OME-TIFF format with 2 samples from the same subject with 4 chunks each [link](https://doi.org/10.5281/zenodo.5517223) [@jcohenadad](https://github.com/jcohenadad) micr SPIM, photo, samples
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fnirs_tapping Example fNIRS measurement with three conditions from five subjects [link](https://doi.org/10.5281/zenodo.5529797) [@rob_luke](https://github.com/rob_luke) nirs channels, coordsystem, events, nirs, optodes, scans
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fnirs_automaticity 24 subjects performing (non-)automatic finger tapping and foot stepping [link](https://doi.org/10.34973/vesb-mh30) [@robertoostenveld](https://github.com/robertoostenveld) nirs channels, coordsystem, events, nirs, optodes, practicelogbook, scans
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motion_systemvalidation Example dataset of two different motion captured system recorded almost simultaneously, but no brain data [link](https://doi.org/10.6084/m9.figshare.20238006.v2) [@JuliusWelzel](https://github.com/JuliusWelzel) motion channels, motion, scans
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ds000117 A multi-subject, multi-modal human neuroimaging dataset of 19 subjects on a MEG visual task [link](https://openneuro.org/datasets/ds000117/) [@RikHenson](https://github.com/RikHenson) anat, beh, dwi, fmap, func, meg T1w, beh, bold, channels, coordsystem, dwi, events, headshape, magnitude1, magnitude2, meg, phasediff, scans
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ds000246 Auditory dataset used for Brainstorm’s general online tutorial [link](https://openneuro.org/datasets/ds000246/versions/00001) [@guiomar](https://github.com/guiomar) anat, meg ChannelGroupSet, ClassFile, MarkerFile, T1w, channels, coordsystem, default, headshape, meg, params, photo, processing, scans
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ds000247 Five minutes, eyes-open, resting-state MEG data from 5 subjects. This is a sample from The Open MEG Archive (OMEGA). [link](https://openneuro.org/datasets/ds000247/versions/00001) [@guiomar](https://github.com/guiomar) anat, meg ClassFile, T1w, bad, channels, coordsystem, default, headshape, meg, params, processing, scans
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ds000248 MNE sample data: Data with visual and auditory stimuli [link](https://openneuro.org/datasets/ds000248/versions/00001) [@agramfort](https://github.com/agramfort) anat, meg FLASH, T1w, channels, coordsystem, events, meg, scans
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eeg_ds000117 Multimodal (fMRI, MEG, EEG) stripped down to EEG with MRI anatomical scan and electrode coordinates. EEGLAB data format (.set, .fdt) [link](https://openneuro.org/datasets/ds000117/) [@robertoostenveld](https://github.com/robertoostenveld) anat, eeg T1w, channels, coordsystem, eeg, electrodes, events
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eeg_rest_fmri Resting state with simultaneous fMRI. BrainVision data format (.eeg, .vhdr, .vmrk) [@cpernet](https://github.com/cpernet) anat, dwi, eeg, func T1w, bold, dwi, eeg
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ieeg_epilepsy multiple sessions, tutorial [link](https://neuroimage.usc.edu/bst/getupdate.php?s=tutorial_epimap_bids) [@ftadel](https://github.com/ftadel) anat, ieeg T1w, channels, coordsystem, electrodes, events, ieeg, scans
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ieeg_epilepsyNWB multiple sessions, tutorial — derivative dataset of `ieeg_epilepsy` showcasing the NWB file format alternative [link](https://neuroimage.usc.edu/bst/getupdate.php?s=tutorial_epimap_bids) [@TheChymera](https://github.com/TheChymera) anat, ieeg T1w, channels, coordsystem, electrodes, events, ieeg, scans
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ieeg_epilepsy_ecog multiple sessions, tutorial [link](https://neuroimage.usc.edu/bst/getupdate.php?s=sample_ecog) [@ftadel](https://github.com/ftadel) anat, ieeg T1w, channels, coordsystem, electrodes, events, ieeg, photo, scans
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ieeg_visual_multimodal [@irisgroen](https://github.com/irisgroen) anat, fmap, func, ieeg T1w, bold, channels, coordsystem, electrodes, epi, events, ieeg, sbref
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genetics_ukbb multiple tasks, T1w, DTI, BOLD, genetic info [@cpernet](https://github.com/cpernet) anat, dwi, fmap, func FLAIR, T1w, bold, dwi, events, info, magnitude1, phasediff
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motion_dualtask older and younger participants walking while performing discrimination task [@sjeung](https://github.com/sjeung) eeg, motion channels, eeg, events, motion, scans
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motion_spotrotation participants rotated heading using full-body motion or joystick [link](https://openneuro.org/datasets/ds004460) [@sjeung](https://github.com/sjeung) eeg, motion channels, coordsystem, eeg, electrodes, events, motion, scans

docs/.SKIP_VALIDATION

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docs/CONTRIBUTING.md

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docs/README.md

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