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| = Review continuous files = ''Authors: Francois Tadel, Elizabeth Bock, Sylvain Baillet'' |
= Tutorial 5: Review continuous recordings = ''Authors: Francois Tadel, Elizabeth Bock, John C Mosher, Sylvain Baillet'' |
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| == Access the raw file == The basic tutorials you read before explain how to import recordings in the database: this operation creates a copy of all the data in Matlab .mat files in the Brainstorm database folders. You could process continuous recordings in the same way, but the .mat format has this limitation that the entire file has to be read even when you want to access just a portion of it. Long recordings usually cannot fit in memory and have to be split in small blocks of a few seconds, which makes it very difficult to review and process. |
== Open the recordings == Let's look at the first file in the list: AEF#01. |
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| Brainstorm offers the possibility to visualize continuous MEG/EEG recordings in any of the supported file formats without having to fully "import" them. A link to the native file is created in the database, which can be then manipulated almost like the "imported" recording blocks. Only the description of the file is saved in the database, and when displaying it the values are read directly from the native file. | * Right-click on the Link to raw file. Below the first to menus, you have the list of channel types: * '''MEG''': 274 axial gradiometers * '''ECG''': 1 electrocadiogram, bipolar electrode across the chest * '''EOG''': 2 electrooculograms (vertical and horizontal) * '''Misc''': EEG electrodes Cz and Pz * '''ADC A''': Unused * '''ADC V''': Auditory signal sent to the subject * '''DAC''': Unused * '''FitErr''': Fitting error when trying to localize the three head localization coils (NAS, LPA, RPA) * '''HLU''': Head Localizing Unit, displacements in the three directions (x,y,z) for the three coils * '''MEG REF''': 26 reference sensors used for removing the environmental noise * '''Other''': Unused * '''Stim''': Stimulation channel, records the stim triggers generated by the Psychophysics toolbox * '''SysClock''': System clock, unused * Select > MEG > Display time series (or double-click on the file).<<BR>><<BR>> {{attachment:link_menu.gif||height="322",width="324"}} * It will open a new figure and enable many controls in the Brainstorm window.<<BR>><<BR>> {{attachment:review_epoch.gif}} |
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| In addition, an interface allows to edit the time markers that are saved in the file. Those markers can then be used to import the recordings in the database (ie. to do the segmentation of the continuous recordings in epochs/trials). Then the imported epochs/trials (hard copies in .mat format) can be pre-processed and averaged. | == Navigate in time == The files we have imported here are shown the way they have been saved by the CTF MEG system: as contiguous epochs of 1 second each. Those epochs are not related with the stimulus triggers or the subject's responses, they are just a way of saving the files. We will first explore the recordings in this epoched mode before switching to the continuous mode. |
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| * Select the exploration mode: "Functional data (sorted by subject)"<<BR>><<BR>> {{attachment:view_functional.gif}} * Right-click on the subject node, and select: "Review raw file". Select the "MEG: CTF" file type, and pick the ds folder in "/sample_raw/Data". . {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=menuReview.gif|menuReview.gif|class="attachment"}} * Then you're asked if you want to "Refine the registration with the head points". This operation improves the initial MRI/MEG registration by fitting the head points digitized before the MEG acquisition on the scalp surface with an ICP algorithm. Answer yes. Even if the result is not perfect, it usually improves the positioning of the head in the MEG helmet. The grey surface represents the head extracted from the MRI, the yellow surface represents the inside of the MEG helmet, and the green dots are the head shape points digitized with the Polhemus device; the goal is to align the green points on the grey surface. . {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=refine.gif|refine.gif|class="attachment"}} {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=refineBefore.gif|refineBefore.gif|class="attachment"}} {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=refineAfter.gif|refineAfter.gif|class="attachment"}} * Two new files appeared in the database explorer: . {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=linkInTree.gif|linkInTree.gif|class="attachment"}} * The channel file contains the definition of the sensors, exactly as when importing the files in the database with the "Import MEG/EEG" menu. It is saved in the folder ''(Common files)'', because the subject was created using the option "Yes, use one channel file per subject". Therefore, the same channel file will be used for all the folders of Subject01. * The node named "Link to raw file" contains all the information that was read from the continuous file (file format, time vector, sampling frequency, events, bad channels, path to the original file, etc.), but no recordings. The MEG and EEG values recorded will be read directly from the native file. |
==== From the time series figure ==== * '''Click''': Click on the white parts of figure to move the time cursor (red vertical line).<<BR>>If you click on the signals, it will select the corresponding channels, click again to unselect. * '''Shortcuts''': See the tooltips in the time panel for important keyboard shortcuts: <<BR>>Left arrow, right arrow, page up, page down, F3, Shift+F3, etc... * '''Bottom bar''': The red square in the bottom bar represents the portion of the file that is currently displayed from the current file or epoch. Right now we show all the epoch #1. This will be more useful in the continuous more. * '''[<<<]''' and '''[>>>]''': Previous/next epoch or page |
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| == Review the recordings == | ==== From the time panel ==== * '''Time''': [0, 998]ms is the time segment over which the first epoch is defined. * '''Sampling''': We downsampled these files to 600Hz for easier processing in the tutorials. * '''Text box''': Current time, can be edited manually. * '''[<]''' and '''[>]''': Previous/next time sample - Read the tooltip for details and shortcuts * '''[<<]''' and '''[>>]''': Previous/next time sample (x10) - Read the tooltip for details and shortcuts * '''[<<<]''' and '''[>>>]''': Previous/next epoch or page - Read the tooltip for details and shortcuts |
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| === Open the file === Right-click on the data file > MEG (all) > Display time series. |
==== From the page settings ==== * '''Epoch''': Selects the current time block that is displayed in the time series figure. * '''Start''': Starting point of the time segment displayed in the figure. Useful is continuous mode only. * '''Duration''': Length of this time segment. Useful is continuous mode only. |
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| {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=displayTsMenu.gif|displayTsMenu.gif|class="attachment"}} | ==== Time selection ==== * In the time series figure, click and drag your mouse for selecting a time segment. |
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| You can see new information in the tab "Record" and a figure showing the recordings. | * At the bottom of the figure, you will see the duration of the selected block. * Useful for quickly estimating the latencies between two events, or the period of an oscillation. * Click anywhere on the figure to cancel this time selection. <<BR>><<BR>> {{attachment:review_timesel.gif||height="159",width="434"}} |
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| {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=rawPanel.gif|rawPanel.gif|class="attachment"}} | == Epoched vs. continuous == * The CTF MEG system can save two types of files: epoched (.ds) or continuous (_AUX.ds). * Here we have an intermediate storage type: continuous recordings saved in "epoched" files. The files are saved as small blocks of recordings of a constant time length (1 second in this case). All those time blocks are contiguous, there is no gap between them. * Brainstorm can consider this file either as a continuous or an epoched file. By default it imports the regular .ds folders as epoched, but we can change this manually, to process it as a continuous file. * Right-click on the "Link to raw file" for '''AEF#01''' > '''Switch epoched/continuous'''<<BR>>You should get a message: "File converted to: continuous". * Double-click on the "Link to raw file" again. Now you can navigate in the file without interruptions. The box "Epoch" is disabled and all the events in the file are displayed at once. * Increase the duration of the displayed window to '''3 seconds''' (Page settings > Duration). <<BR>><<BR>> {{attachment:review_continuous.gif||height="191",width="561"}} * Close the figure. * Repeat this operation with the other files to convert them all to a continuous mode. * '''AEF#02 > Switch epoched/continuous ''' * '''Noise''' '''> Switch epoched/continuous ''' |
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| === Navigate in time === As described in the basic tutorials, you can set the current time by using either the time panel (buttons and text field), or the figure (click on the white or grey areas of the figure). But you can notice that only a few seconds are visible in the figure, while the time panel (top left of the previous figure), indicates that we have 360s of recordings. Only a small block of the continuous file has been loaded in memory. This small time window can be configured with the tab '''Record/Page settings''', with the text boxes '''Start''' and '''Duration'''. |
== Display mode: Butterfly/Column == * Close all the figures. * Double-click on the AEF#01 Link to raw file to open the MEG recordings. * What we see are all the traces of the 274 sensors overlaid on top of each other. * Click on the "Display mode" button in the toolbar of the Record tab. <<BR>><<BR>> {{attachment:review_switch.gif}} * All the signals are now displayed one below the other, but because we have 274 MEG channels, the figure is still unreadable. We need to select only a subset of those sensors. <<BR>><<BR>> {{attachment:review_column.jpg||height="186",width="381"}} |
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| The time series figure is similar to the ones that were presented in the previous tutorials, with a few new elements. The navigation bar at the bottom represents the time of the entire raw file, where the events are also represented by dots. The ''''<<<'''' and ''''>>>'''' buttons are the same as the ones in the time panel, and jump to the previous/next segment in the file. Clicking on the bar or dragging the red cursor change the current time window as well. | == Montage selection == * You can use the montage menu to select a group of sensors. This menu is accessible in two ways: * Record toolbar > Drop-down menu. * Figure popup menu > Right-click on the figure > Montage * Pre-defined groups of channels are available for some common MEG and EEG systems.<<BR>>Notice the keyboard shortcuts on the right (Shift+A, B, C...). * You can also use this menu to create your own sensor selections or more complex montages.<<BR>>A separate tutorial is dedicated to the montage editor. * Select the group: '''CTF LT''' (Left Temporal, Shift+D). <<BR>><<BR>> {{attachment:review_montage.gif||height="190",width="527"}} |
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| === Sensor selection === Let's switch to a nicer representation of the recordings time series: click on the "Display mode" button in the toolbar of the Record tab. |
== Channel selection == If you click on the white or grey areas of the figure, it changes the current time. <<BR>>If you click on the lines representing the recorded signals instead, it selects the corresponding channels. |
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| {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=tsColumn.gif|tsColumn.gif|class="attachment"}} | * When some channels are selected, an additional menu "Channels" is visible in the figure popup. * Select "View selected" or press [Enter] to open the selected channels in a separate window. * If you select channels in one figure, this selection will always be applied to all the other figures. * The management of bad channels will be introduced in a separate tutorial.<<BR>><<BR>>{{attachment:channel_select.gif}} |
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| Now the traces are displayed in columns, but all the channels are displayed in the same figure, which makes it unreadable. Select a subset of channels by right-clicking on the figure > '''Montages''', with the drop-down menu in the Record tab or with a keyboard shortcut ('''Shift+A, B, C'''...). Default groups of sensors are available for some MEG systems, but you can also create your own groups of sensors with the menu "Edit montages". | |
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| {{http://neuroimage.usc.edu/brainstorm/Tutorials/TutRawViewer?action=AttachFile&do=get&target=tsChannelSelection.gif|tsChannelSelection.gif|class="attachment"}} | |
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| === Amplitude scale === | == Amplitude scale == |
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| === Display options === | == Display options == |
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| === Online filter === | == Online filter == |
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| == Shortcut summary == === Keyboard shortcuts === * '''Left / right arrows''': * No other key: Change current time, sample by sample * With '''Control '''key: Jump to previous/next time segment (same as the "<<<" and ">>>" buttons) * With '''Shift '''key: Jump to next event of the selected group * On MacOS, these shortcuts are different: please read the tooltips from the buttons ">", ">>", and ">>>" in the time panel to get the appropriate shortcuts. * '''Page-up / page-down''': * Same as left/right arrows, but faster (10 samples at a time) * If epochs are defined in the file: '''Control + page-up/page-down''' jumps to the next/previous epoch. * '''F3/Shift+F3''': Jump to the next/previous epoch or page * '''F4/Shift+F4''': Jump to the next/previous half-page * '''Plus / minus''': Adjust the vertical scale of the time series * '''Control + E''': Add / delete event occurrence * '''Control + T''': Open a 2D topography window at the current time * '''Shift + Letter''': Changes the set of electrodes currently displayed in the figure (list available by right-clicking on the figure > Display setup > ...) * '''Enter''': Display the selected channels in a separate figure (selected channels = lines on which you clicked, that are shown in red) * '''Escape''': Unselect all the selected channels * '''Delete''': Mark the selected channels as bad |
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| === Mouse shortcuts === * '''Mouse click on a channel''': Select the channel * '''Mouse click''': Change current time * '''Mouse click + Shift''': For the selection of the current time (do not select any sensor, even when clicking on a line) |
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| <<EmbedContent("http://neuroimage.usc.edu/bst/get_prevnext.php?prev=Tutorials/ChannelFile&next=Tutorials/EventMarkers")>> | * '''Mouse click + move''': Select time range * '''Mouse wheel''': Zoom around current time * '''Control + mouse wheel''': Zoom vertically * '''Shift + mouse wheel''': Adjust the vertical scale of the time series * '''Right-click''': Display popup menu * '''Right-click + move''': Move in a zoomed figure * '''Double click''': Restore initial zoom settings (but do not restore the vertical scale of the time series) <<EmbedContent("http://neuroimage.usc.edu/bst/get_prevnext.php?prev=Tutorials/ChannelFile&next=Tutorials/MontageEditor")>> |
Tutorial 5: Review continuous recordings
Authors: Francois Tadel, Elizabeth Bock, John C Mosher, Sylvain Baillet
Contents
Open the recordings
Let's look at the first file in the list: AEF#01.
- Right-click on the Link to raw file. Below the first to menus, you have the list of channel types:
MEG: 274 axial gradiometers
ECG: 1 electrocadiogram, bipolar electrode across the chest
EOG: 2 electrooculograms (vertical and horizontal)
Misc: EEG electrodes Cz and Pz
ADC A: Unused
ADC V: Auditory signal sent to the subject
DAC: Unused
FitErr: Fitting error when trying to localize the three head localization coils (NAS, LPA, RPA)
HLU: Head Localizing Unit, displacements in the three directions (x,y,z) for the three coils
MEG REF: 26 reference sensors used for removing the environmental noise
Other: Unused
Stim: Stimulation channel, records the stim triggers generated by the Psychophysics toolbox
SysClock: System clock, unused
Select > MEG > Display time series (or double-click on the file).
It will open a new figure and enable many controls in the Brainstorm window.
Navigate in time
The files we have imported here are shown the way they have been saved by the CTF MEG system: as contiguous epochs of 1 second each. Those epochs are not related with the stimulus triggers or the subject's responses, they are just a way of saving the files. We will first explore the recordings in this epoched mode before switching to the continuous mode.
From the time series figure
Click: Click on the white parts of figure to move the time cursor (red vertical line).
If you click on the signals, it will select the corresponding channels, click again to unselect.Shortcuts: See the tooltips in the time panel for important keyboard shortcuts:
Left arrow, right arrow, page up, page down, F3, Shift+F3, etc...Bottom bar: The red square in the bottom bar represents the portion of the file that is currently displayed from the current file or epoch. Right now we show all the epoch #1. This will be more useful in the continuous more.
[<<<] and [>>>]: Previous/next epoch or page
From the time panel
Time: [0, 998]ms is the time segment over which the first epoch is defined.
Sampling: We downsampled these files to 600Hz for easier processing in the tutorials.
Text box: Current time, can be edited manually.
[<] and [>]: Previous/next time sample - Read the tooltip for details and shortcuts
[<<] and [>>]: Previous/next time sample (x10) - Read the tooltip for details and shortcuts
[<<<] and [>>>]: Previous/next epoch or page - Read the tooltip for details and shortcuts
From the page settings
Epoch: Selects the current time block that is displayed in the time series figure.
Start: Starting point of the time segment displayed in the figure. Useful is continuous mode only.
Duration: Length of this time segment. Useful is continuous mode only.
Time selection
- In the time series figure, click and drag your mouse for selecting a time segment.
- At the bottom of the figure, you will see the duration of the selected block.
- Useful for quickly estimating the latencies between two events, or the period of an oscillation.
Click anywhere on the figure to cancel this time selection.
Epoched vs. continuous
- The CTF MEG system can save two types of files: epoched (.ds) or continuous (_AUX.ds).
- Here we have an intermediate storage type: continuous recordings saved in "epoched" files. The files are saved as small blocks of recordings of a constant time length (1 second in this case). All those time blocks are contiguous, there is no gap between them.
- Brainstorm can consider this file either as a continuous or an epoched file. By default it imports the regular .ds folders as epoched, but we can change this manually, to process it as a continuous file.
Right-click on the "Link to raw file" for AEF#01 > Switch epoched/continuous
You should get a message: "File converted to: continuous".- Double-click on the "Link to raw file" again. Now you can navigate in the file without interruptions. The box "Epoch" is disabled and all the events in the file are displayed at once.
Increase the duration of the displayed window to 3 seconds (Page settings > Duration).
- Close the figure.
- Repeat this operation with the other files to convert them all to a continuous mode.
AEF#02 > Switch epoched/continuous
Noise > Switch epoched/continuous
Display mode: Butterfly/Column
- Close all the figures.
- Double-click on the AEF#01 Link to raw file to open the MEG recordings.
- What we see are all the traces of the 274 sensors overlaid on top of each other.
Click on the "Display mode" button in the toolbar of the Record tab.
All the signals are now displayed one below the other, but because we have 274 MEG channels, the figure is still unreadable. We need to select only a subset of those sensors.
Montage selection
- You can use the montage menu to select a group of sensors. This menu is accessible in two ways:
Record toolbar > Drop-down menu.
Figure popup menu > Right-click on the figure > Montage
Pre-defined groups of channels are available for some common MEG and EEG systems.
Notice the keyboard shortcuts on the right (Shift+A, B, C...).You can also use this menu to create your own sensor selections or more complex montages.
A separate tutorial is dedicated to the montage editor.Select the group: CTF LT (Left Temporal, Shift+D).
Channel selection
If you click on the white or grey areas of the figure, it changes the current time.
If you click on the lines representing the recorded signals instead, it selects the corresponding channels.
- When some channels are selected, an additional menu "Channels" is visible in the figure popup.
- Select "View selected" or press [Enter] to open the selected channels in a separate window.
- If you select channels in one figure, this selection will always be applied to all the other figures.
The management of bad channels will be introduced in a separate tutorial.
Amplitude scale
In this display mode, the amplitude scale is represented on the right of the figure. You can adjust this vertical scale:
Use the buttons "^" and "v" on the right side of the figure. The shortcuts for those buttons are indicated in the tooltips (leave the mouse for a short while over a button)
Hold the Shift key and move the mouse wheel, or use the keys "+" and "-".
Use the button "..." on the right side of the figure ("Set scale manually") to set the scale to a precise level.
When scrolling in time to a different page, the amplitude scale is by default kept. You can change this behavior to re-evaluate automatically an optimal scale each time you change the current time window. This option is called "Auto-scale amplitude" and is disabled by default. To activate it: click on the "AS" button on the right of the figure, or check the menu "Display > Auto-scale amplitude" in the Record tab.
Display options
Remove DC offset: Button [DC] in the Record tab. When selected, for each channel, the average value over the entire current time window is subtracted from the channel values. This means that if you change the length of the time window, the value that is removed from each channel may change. It doesn't make much sense to disable this option for unprocessed MEG recordings.
Apply CTF compensation: Button [CTF] in the Record tab. Enable/disable the CTF noise correction based on the reference sensors, when it is not already applied in the file. In the current file, the CTF 3rd order gradient compensation is already applied, therefore this option is not available.
Flip +/-: Button in the right part of the time series figure. Exchange the direction of the Y axis, useful mostly for clinical EEG.
Set scale manually: Button [...] in the figure. Forces a defined amplitude scaling.
Auto-scale amplitude: Button [AS] in the figure. When selected, the vertical scale is adapted to the maximum value over the time window when the time window changes. When not selected: the vertical scales keeps its last value when you jump to another part of the file.
Online filter
With the Filter tab, you can apply a band-pass filter to the recordings, or remove a set of specific frequencies (example: the 50Hz or 60Hz power lines contamination and their harmonics). The filters are applied only to the time window that is currently loaded; hence if the segment is too short for the required filters, the results could be inaccurate.
The option "Mirror signal before filtering" triples artificially the length of the signal with a mirror symmetry on each side, to avoid the strong edge effects that those filters can generate. Those online filters are not very accurate, they just provide a quick estimate for visualization only, the results are not saved anywhere. To filter properly the continuous files, please use the Process1 tab.
After testing the high-pass, low-pass and notch filters, uncheck them. If not you will probably forget about them, and they will stay on until you restart Brainstorm.
Shortcut summary
Keyboard shortcuts
Left / right arrows:
- No other key: Change current time, sample by sample
With Control key: Jump to previous/next time segment (same as the "<<<" and ">>>" buttons)
With Shift key: Jump to next event of the selected group
On MacOS, these shortcuts are different: please read the tooltips from the buttons ">", ">>", and ">>>" in the time panel to get the appropriate shortcuts.
Page-up / page-down:
- Same as left/right arrows, but faster (10 samples at a time)
If epochs are defined in the file: Control + page-up/page-down jumps to the next/previous epoch.
F3/Shift+F3: Jump to the next/previous epoch or page
F4/Shift+F4: Jump to the next/previous half-page
Plus / minus: Adjust the vertical scale of the time series
Control + E: Add / delete event occurrence
Control + T: Open a 2D topography window at the current time
Shift + Letter: Changes the set of electrodes currently displayed in the figure (list available by right-clicking on the figure > Display setup > ...)
Enter: Display the selected channels in a separate figure (selected channels = lines on which you clicked, that are shown in red)
Escape: Unselect all the selected channels
Delete: Mark the selected channels as bad
Mouse shortcuts
Mouse click on a channel: Select the channel
Mouse click: Change current time
Mouse click + Shift: For the selection of the current time (do not select any sensor, even when clicking on a line)
Mouse click + move: Select time range
Mouse wheel: Zoom around current time
Control + mouse wheel: Zoom vertically
Shift + mouse wheel: Adjust the vertical scale of the time series
Right-click: Display popup menu
Right-click + move: Move in a zoomed figure
Double click: Restore initial zoom settings (but do not restore the vertical scale of the time series)