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| These tutorial pages suppose you are comfortable with the basic concepts of MEG/EEG analysis and source imaging. If you're not, we encourage you to read some [[http://neuroimage.usc.edu/brainstorm/TutorialsNew#Background_readings|background literature]]. | '''[UNDER CONSTRUCTION]''' These tutorial pages suppose you are comfortable with the basic concepts of MEG/EEG analysis and source imaging. If you're not, we encourage you to read some [[http://neuroimage.usc.edu/brainstorm/TutorialsNew#Background_readings|background literature]].<<BR>>To get a quick overview of the software interface, you can watch this [[Screenshots|introduction video]]. |
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| ==== Starting a new study ==== | '''Starting a new study''' |
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| ==== Reviewing ==== <<HTML( )>>4. [[Tutorials/ChannelFile|Channel file & MRI coregistration]] |
'''Reviewing''' <<HTML( )>>4. [[Tutorials/ChannelFile|Channel file / MRI registration]] |
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| ==== Pre-processing ==== <<HTML( )>>8. [[Tutorials/StimDelays|Stimulation delays]] [Under construction] |
'''Pre-processing''' |
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| <<HTML( )>>9. [[Tutorials/ArtifactsFilter|Frequency filters]] [Under construction] | <<HTML( )>>8. [[Tutorials/StimDelays|Stimulation delays]] |
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| <<HTML( )>>10. [[Tutorials/BadChannels|Bad channels]] [Under construction] | <<HTML( )>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] |
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| <<HTML( )>>11. [[Tutorials/ArtifactsDetect|Artifact detection]] [Under construction] | <<HTML( )>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] |
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| <<HTML( )>>12. [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] [Under construction] | <<HTML( )>>11. [[Tutorials/BadChannels|Bad channels]] [Under construction] |
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| <<HTML( )>>13. [[Tutorials/BadSegments|Additional bad segments]] [Under construction] | <<HTML( )>>12. [[Tutorials/ArtifactsDetect|Artifact detection]] <<HTML( )>>13. [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] [Under construction] <<HTML( )>>14. [[Tutorials/BadSegments|Additional bad segments]] [Under construction] '''Epoching and averaging''''''<<BR>>[Under construction] ''' <<HTML( )>>15. [[Tutorials/Epoching|Import epochs]] [Under construction] <<HTML( )>>16. [[Tutorials/Averaging|Average response]] [Under construction] <<HTML( )>>17. [[Tutorials/ExploreRecordings|Exploring the average response]] <<HTML( )>>18. 2D/3D topography <<HTML( )>>19. [[Tutorials/Colormaps|Colormaps]] |
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| ==== Epoching and averaging [Under construction] ==== <<HTML( )>>14. [[Tutorials/Epoching|Import epochs]] |
'''Source modeling''''''<<BR>>[Under construction] ''' |
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| <<HTML( )>>15. [[Tutorials/Averaging|Average response]] | <<HTML( )>>20. [[Tutorials/HeadModel|Head model]] |
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| <<HTML( )>>16. [[Tutorials/ExploreRecordings|Exploring the average response]] | <<HTML( )>>21. [[Tutorials/NoiseCovariance|Noise covariance]] |
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| <<HTML( )>>17. 2D/3D topography | <<HTML( )>>22. [[Tutorials/SourceEstimation|Source estimation]] |
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| <<HTML( )>>18. [[Tutorials/Colormaps|Colormaps]] | <<HTML( )>>23. [[Tutorials/Scouts|Scouts]] |
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| ==== Source modeling [Under construction] ==== <<HTML( )>>19. [[Tutorials/HeadModel|Head model]] |
'''Advanced signal processing''''''<<BR>>[Under construction] ''' |
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| <<HTML( )>>20. [[Tutorials/NoiseCovariance|Noise covariance]] | <<HTML( )>>24. [[Tutorials/TimeFrequency|Time-frequency]] |
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| <<HTML( )>>21. [[Tutorials/SourceEstimation|Source estimation]] | <<HTML( )>>25. [[Tutorials/Statistics|Statistics]] |
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| <<HTML( )>>22. [[Tutorials/Scouts|Scouts]] | <<HTML( )>>26. [[Tutorials/Connectivity|Connectivity]] |
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| ==== Advanced topics [Under construction] ==== <<HTML( )>>23. [[Tutorials/TimeFrequency|Time-frequency]] |
<<HTML( )>>27. Phase-amplitude coupling |
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| <<HTML( )>>24. [[Tutorials/Statistics|Statistics]] | '''Scripting'''''' <<BR>>[Under construction] ''' |
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| <<HTML( )>>25. [[Tutorials/Connectivity|Connectivity]] | <<HTML( )>>28. [[Tutorials/Scripting|Complete tutorial script]] |
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| <<HTML( )>>26. Phase-amplitude coupling <<HTML( )>>27. [[Tutorials/Scripting|Advanced scripting]] <<HTML( )>>28. Complete tutorial script <<HTML( )>>29. Summary |
<<HTML( )>>29. [[Tutorials/AllIntroduction|All the tutorials on the same page]] |
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| 1. ICA decomposition [Under construction] | |
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| 1. MRI segmentation: [[Tutorials/LabelFreeSurfer|FreeSurfer]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegCIVET|CIVET]] | 1. MRI segmentation: [[Tutorials/LabelFreeSurfer|FreeSurfer]], [[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegCIVET|CIVET]] |
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| 1. [[Tutorials/CoregisterSubjects|Group studies: Subjects coregistration]] | 1. [[Tutorials/CoregisterSubjects|Group analysis: Subjects coregistration]] |
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| 1. Group studies: Averaging | 1. Group analysis: Averaging [Under construction] |
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| 1. [[SelectFiles|Selecting files in the database]] 1. [[Tutorials/TutRawScript|Full analysis with one script]] |
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| 1. [[Tutorials/SSPCookbook|Cleaning artifacts using SSP: examples]] 1. [[http://neuroimage.usc.edu/brainstorm/Tutorials/MovementDetect|Detect subject movements]] 1. [[http://neuroimage.usc.edu/brainstorm/Tutorials/TutRealtime|Real-time head-tracking for adjusting head position]] 1. [[http://meg.aalip.jp/matlab/index.html|A tutorial in Japanese]] (click on the menu "Brainstorm") |
Tutorials
[UNDER CONSTRUCTION]
These tutorial pages suppose you are comfortable with the basic concepts of MEG/EEG analysis and source imaging. If you're not, we encourage you to read some background literature.
To get a quick overview of the software interface, you can watch this introduction video.
Get started
The easiest way to get started with Brainstorm is to read and follow carefully these introduction tutorials. In just a few hours, you will be introduced to the essential features of the application.
| Starting a new study Reviewing 4. Channel file / MRI registration Pre-processing 9. Select files / Run processes 10. Power spectrum / Frequency filters 11. Bad channels [Under construction] 13. Artifact cleaning with SSP [Under construction] 14. Additional bad segments [Under construction] Epoching and averaging 15. Import epochs [Under construction] 16. Average response [Under construction] 17. Exploring the average response 18. 2D/3D topography 19. Colormaps | Source modeling 20. Head model 21. Noise covariance 23. Scouts Advanced signal processing 24. Time-frequency 25. Statistics 26. Connectivity 27. Phase-amplitude coupling Scripting |
Complete analysis of other datasets
MEG median nerve (CTF) [Under construction]
MEG median nerve (Elekta-Neuromag) [Under construction]
Advanced tutorials
Interface
Montage editor [Under construction]
- ICA decomposition [Under construction]
Anatomy and registration
MRI segmentation: FreeSurfer, BrainSuite, BrainVISA, CIVET
Using the anatomy templates [Under construction]
- Group analysis: Averaging [Under construction]
Scripting
Source modeling
Beamforming methods [Under construction]
Maximum Entropy on the Mean (MEM) [Under construction]
Functional connectivity
Statistics
Other useful how-to's
?MEG analysis guidelines for McGill
A tutorial in Japanese (click on the menu "Brainstorm")
Examples
This video illustrates how Brainstorm can be used for studying amygdala activity:
How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging
Authors: Balderston NL, Schultz DH, Baillet S, Helmstetter FJ
Background readings
These tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we engage you to read some background information, which will quickly help you getting up to speed with this field:
A non-technical overview of MEG and EEG, with an emphasis on source modeling:
Canada MEG ConsortiumSlides from a selection of educational courses:
megcommunity.org- Reference books:
MEG: An Introduction to Methods
Editors: P Hansen, M Kringelbach, R Salmelin, Oxford University Press, 2010, 448 pagesThe Oxford Handbook of Social Neuroscience
Editors: J Decety, JT Cacioppo, Oxford University Press, 2011, 1128 pages
A draft version of the MEG chapter by Sylvain Baillet can be found here.
Good practice for conducting and reporting MEG research, Gross et al, Neuroimage, 2013
You can also ask us to come and organize a training session at your institution, or visit us to obtain training (McGill's Montreal Neurological Institute).
Now you are well equipped to go through the software tutorial, Enjoy!