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| The hands-on part of this workshop is based on the Frontiers Research Topic [[https://www.frontiersin.org/research-topics/5158/from-raw-megeeg-to-publication-how-to-perform-megeeg-group-analysis-with-free-academic-software|From raw MEG/EEG to publication]]: a collection of articles processing the [[https://openneuro.org/datasets/ds000117|same multimodal dataset]] using different software environments. We will process together one subject of this dataset, following the processing pipeline described in the article [[https://www.frontiersin.org/articles/10.3389/fnins.2019.00076/full|MEG/EEG Group Analysis With Brainstorm]]. | The hands-on part of this workshop is based on the Frontiers Research Topic [[https://www.frontiersin.org/research-topics/5158/from-raw-megeeg-to-publication-how-to-perform-megeeg-group-analysis-with-free-academic-software|From raw MEG/EEG to publication]]: a collection of articles processing the [[https://openneuro.org/datasets/ds000117|same multimodal dataset]] using different software environments. We will process together one subject of this dataset, following the processing pipeline described in the article [[https://www.frontiersin.org/articles/10.3389/fnins.2019.00076/full|MEG/EEG Group Analysis With Brainstorm]] and the corresponding [[https://neuroimage.usc.edu/brainstorm/Tutorials/VisualSingle|online tutorial]]. |
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| Please read carefully the following instructions: <<BR>>[[WorkshopTalca2018Install|How to prepare your laptop for the training]] | Please read carefully the following instructions: <<BR>>[[WorkshopParis2019Install|How to prepare your laptop for the training]] |
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| == Program: Day 1 == <<HTML(<TABLE>)>> |
<<HTML(<!-- )>> |
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| <<HTML(<TR><TD>)>>8:30-9:00<<HTML(</TD><TD>)>>Onsite assistance in installing the material for the training session <<HTML(</TD></TR>)>> | == Program == === 1. Thursday am: From raw to ERP === * Introduction to Brainstorm (lecture) * Review the MEG+EEG recordings * Read and organize events * Frequency filters * Artifacts detection and cleaning |
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| <<HTML(<TR><TD>)>>9:00-10:00<<HTML(</TD><TD>)>>'''Lecture: Brainstorm overview (Tadel''') | === 2. Thursday pm: Sensor level analysis === * Epoching and averaging * Time-frequency analysis |
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| Software structure, typical data workflow <<HTML(</TD></TR>)>> | === 3. Wednesday am: Creating head and source models === * Import anatomy * Registration MRI-sensors * Forward model * Simulations |
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| <<HTML(<TR><TD>)>>10:00-10:45<<HTML(</TD><TD>)>>'''Practice''' | === 4. Wednesday pm: Single and distributed sources === * MEG noise covariance: From empty room recordings * EEG noise covariance: From pre-stimulus baselines * Distributed sources / minimum norm estimation * Regions of interest * LCMV Beamformer * Dipole scanning / Volume source models |
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| Database explorer | === 5. Thursday am: Group-level analysis === * Project source maps on MNI template * Statistical testing * Export data to other programs (FieldTrip, SPM, ...) * Scripting |
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| MRI volumes, surfaces and anatomical atlases<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>10:45-11:00<<HTML(</TD><TD>)>>''Coffee break''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>11:00-12:30<<HTML(</TD><TD>)>>'''Practice''' Registration EEG/MRI Review of continuous EEG recordings Frequency filters Montages and bad channels <<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>12:30-13:30<<HTML(</TD><TD>)>>''Lunch''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>13:30-15:00<<HTML(</TD><TD>)>>'''Practice''' Artifact detection Artifact correction with SSP Averaging<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>15:00-15:30<<HTML(</TD><TD>)>>''Coffee break''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>15:30-16:00<<HTML(</TD><TD>)>>'''Lecture: Source modeling (Baillet)'''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>16:00-17:30<<HTML(</TD><TD>)>>'''Practice''' Head modeling, cortical source reconstruction Regions of interest (ROIs) <<HTML(</TD></TR>)>> <<HTML(</TABLE>)>> == Program: Day 2 == <<HTML(<TABLE>)>> <<HTML(<TR><TD>)>>9:00-9:30<<HTML(</TD><TD>)>>'''Lecture: Time-frequency (Baillet)'''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>9:30-10:15<<HTML(</TD><TD>)>>'''Practice''' Time-frequency decompositions<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>10:15-10:45<<HTML(</TD><TD>)>>'''Lecture: Connectivity & resting-state (Baillet)'''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>10:45-11:00<<HTML(</TD><TD>)>>''Coffee break''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>11:00-12:30<<HTML(</TD><TD>)>>'''Practice''' Connectivity tools Statistics Scripting<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>12:30-13:30<<HTML(</TD><TD>)>>''Lunch''<<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>13:30-17:30<<HTML(</TD><TD>)>>'''Analyze your own data ''' Participants work in small groups (1-4 people) to analyze their own recordings<<HTML(</TD></TR>)>> <<HTML(</TABLE>)>> == Program: Day 3 == <<HTML(<TABLE>)>> <<HTML(<TR><TD>)>>9:00-14:00<<HTML(</TD><TD>)>>'''Analyze your own data ''' (continued) <<HTML(</TD></TR>)>> <<HTML(<TR><TD>)>>14:00-16:00<<HTML(</TD><TD>)>>'''What did you find?''' Participants present analysis results and impressions with the rest of the group<<HTML(</TD></TR>)>> <<HTML(</TABLE>)>> |
=== 6. Thursday am: User requests === |
Paris, France: December 3-5, 2019
Practical workshop on EEG/MEG analysis at ICM, in parallel with FieldTrip and MNE-Python. Program available on the workshop website: http://practicalmeeg2019.org/
The hands-on part of this workshop is based on the Frontiers Research Topic From raw MEG/EEG to publication: a collection of articles processing the same multimodal dataset using different software environments. We will process together one subject of this dataset, following the processing pipeline described in the article MEG/EEG Group Analysis With Brainstorm and the corresponding online tutorial.
General information
| Where | ICM |
| When | Tuesday Dec 3rd - Thursday Dec 5, 2019: 8:30-17:30 |
| Instructors | Francois Tadel (Grenoble Institute of Neuroscience) Anne-Sophie Dubarry (Aix-Marseille University) Aurélien Weiss (ENS) |
| Audience | Users interested in analyzing sEEG/EEG/ECoG/MEG recordings using Brainstorm. Teaching in English. |
| Slides | Introduction |
Requirements
The participants are required to bring a laptop (an external mouse will add to your comfort). In order to make the session as efficient as possible, we ask all the attendees to download, install and test the software and sample dataset on their laptops prior to the workshop.
Please read carefully the following instructions:
?How to prepare your laptop for the training