reproducible-neuroimaging
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Introduction
Preregistration
Data sharing
Data structure
Data management
Analysis worflows
Code management
Different data types
reproducible-neuroimaging
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Contents
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Introduction
Reproducibility in science
Reproducibility crisis
Reasons of reproducibility crisis
Motivations for reproducible research
Three steps to more reproducible research
Preregistration
Types of preregistration
How to make a preregistration?
Domain-agnostic template
fMRI research template
Rules of preregistration
Why all researchers should preregister their studies?
Data sharing
Ethical approval
Data user agreement
Anonymization process
Open data sharing platforms
Attach a license
Data structure
Brain Imaging Data Structure
Create a BIDS compatible dataset
Data format conversion
Data management
Basics
Data storage
Analysis worflows
Code management
Version control system
Testing a code
Documenting a code
Containers
Makefiles
Code folder structure
Different data types
EEG and MEG
EEG-BIDS
MEG-BIDS
MEG + EEG Analysis & Visualization
fMRI
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