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1.0.0 2021-05-11 | ||
- First release | ||
Revision history for Face Recognition experiment by Wakeman-Henson | ||
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version 1.0 - April 2021 | ||
- Initial release of EEG data in this experiment for HED education purposes |
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## Introduction | ||
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Hierarchical Event Descriptors (HED) is BIDS' mechanism for providing | ||
dataset annotations and metadata in a machine-actionable way. | ||
This means that tools can extract annotations automatically for analysis. | ||
The purpose of the dataset is to demonstrate how to use HED in various ways. | ||
BIDS allows HED to be used in any | ||
[BIDS tabular file](https://bids-specification.readthedocs.io/en/stable/common-principles.html#tabular-files) (`.tsv`). | ||
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### What's in this dataset | ||
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This demo dataset is derived from a number of other datasets, | ||
but particularly `ds003645` from openNeuro as well as the | ||
`fnirs_automaticity`, `micro_SPIM`, and `motion_dualtask` datasets | ||
from the [bids-examples](https://github.com/bids-standard/bids-examples) | ||
GitHub repository. | ||
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| Subject | Session | Modalities illustrated | | ||
| ------- |---------|----------------------------| | ||
| sub-002 | | eeg, beh, phenotype, scans | | ||
| sub-003 | | eeg, phenotype, scans | | ||
| sub-004 | ses-1 | eeg, anat, beh, micr, phenotype, scans | | ||
| sub-004 | ses-2 | eeg, motion, phenotype, scans | | ||
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### HED-supported files | ||
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HED supports these BIDS `.tsv` (and accompanying `.json`) files. | ||
In all cases, HED automatically combines annotations in a `HED` | ||
column of the `.tsv` file with annotations of column values | ||
in the corresponding `.json` file. | ||
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| File | Use | | ||
|-------------------------------------|-----| | ||
| [`participants.tsv`](#participants) | Characteristics of participants. | | ||
| `_events.tsv` | Descriptions of events in data. | | ||
| `_scans.tsv` | Recording-wide experimental conditions, <br/>Experiment setup, start time, notes on a recording. | | ||
| `_beh.tsv` | Responses to behavioral tasks. | | ||
| `_channels.tsv` | Meaning of user-defined fields and notes about channels. | | ||
| `samples.tsv` | Characteristics of samples associated with the dataset. | | ||
| `phenotypes/` | Responses to questionnaires, medical and other information. | | ||
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This demo dataset illustrates HED's use in the above types of files. | ||
The `.json` file contains two types of HED annotations. | ||
**Categorical** annotations provide individual HED strings for each | ||
unique column value. **Value** annotations provide a single | ||
HED string with a `#` placeholder for the entire column. | ||
When the annotations for a row of the `.tsv` file are assembled, | ||
the column value is substituted for that placeholder. | ||
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Currently, HED ignores tabular files that correspond to continuous time series | ||
and do not have column names | ||
(e.g., `_motion.tsv`, `_physio.tsv`, and `_stim.tsv`). | ||
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### Participants | ||
HED-annotated subject information contained in the BIDS-required | ||
[`participants.tsv`](https://bids-specification.readthedocs.io/en/stable/modality-agnostic-files.html#participants-file) | ||
and its accompanying `participants.json` file can be extracted | ||
as a HED string and then used in analysis for search or extracting design | ||
matrices and contrasts. | ||
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The demo [`participants.json`](./participants.json) is: | ||
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```json | ||
{ | ||
"participant_id": { | ||
"LongName": "Participant identifier", | ||
"Description": "Unique dataset subject identifier", | ||
"HED": "(Experiment-participant, ID/#)" | ||
}, | ||
"sex": { | ||
"Description": "Sex of the subject", | ||
"Levels": { | ||
"M": "male", | ||
"F": "female" | ||
}, | ||
"HED": { | ||
"M": "Male", | ||
"F": "Female" | ||
} | ||
}, | ||
"age": { | ||
"Description": "Age of the subject", | ||
"Units": "years", | ||
"HED": "Age/#" | ||
} | ||
} | ||
``` | ||
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The `participant_id` and `age` column are annotated as value columns, | ||
while `sex` is annotated as a value column. | ||
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In the demo, the first row of the [`partipants.tsv`](./participants.tsv) file is: | ||
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| participant_id | age | sex | HED | | ||
| -------------- | --- | --- | --- | | ||
| sub-002 | 31 | M | Healthy,Rested,Novice-level | | ||
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At validator or analysis time, the annotations for the columns of a `.tsv` | ||
file are concatenated for a row in a comma-separated string. | ||
The HED annotation for the first row of the demo `participants.tsv` file is: | ||
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```code | ||
"(Experiment-participant, ID/sub-001),Age/3,Male,Healthy,Rested,Novide-level" | ||
``` | ||
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This annotation can then be used in downstream tools during analysis. | ||
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The parentheses in HED strings are meant to applicable modifiers with | ||
the item being modified, in this case `ID/sub-001`. | ||
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We can use the HED curly brace notation to get a more desirable grouping. | ||
If the HED annotation for the `participant_id` given in `participants.json` were: | ||
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```json | ||
{ | ||
"participant_id": { | ||
"LongName": "Participant identifier", | ||
"Description": "Unique dataset subject identifier", | ||
"HED": "(Experiment-participant, ID/#, {sex}, {age}, {HED})" | ||
} | ||
} | ||
``` | ||
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then the `participant_id` annotation is treated like a template. | ||
On assembly, the annotations for the `sex`, `age`, and `HED` columns | ||
are inserted into the template, rather than concatenated: | ||
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```code | ||
"(Experiment-participant, ID/sub-001),Age/3,Male,Healthy,Rested,Novide-level" | ||
``` | ||
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See [Assembly and curly braces](https://www.hed-resources.org/en/latest/HedAnnotationQuickstart.html#assembly-and-curly-braces) | ||
in the [HED annotation quickstart](https://www.hed-resources.org/en/latest/HedAnnotationQuickstart.html#) for more information. |
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{ | ||
"Name": "Face processing MEEG dataset with HED annotation", | ||
"BIDSVersion": "1.8.0", | ||
"HEDVersion": "8.1.0", | ||
"License": "CC0", | ||
"Authors": [ | ||
"Daniel G. Wakeman", | ||
"Richard N Henson", | ||
"Dung Truong (curation)", | ||
"Kay Robbins (curation)", | ||
"Scott Makeig (curation)", | ||
"Arno Delorme (curation)" | ||
], | ||
"ReferencesAndLinks": [ | ||
"Wakeman, D., Henson, R. (2015). A multi-subject, multi-modal human neuroimaging dataset. Sci Data 2, 150001. https://doi.org/10.1038/sdata.2015.1", | ||
"Robbins, K., Truong, D., Appelhoff, S., Delorme, A., & Makeig, S. (2021). Capturing the nature of events and event context using Hierarchical Event Descriptors (HED). In press for NeuroImage Special Issue Practice in MEEG. NeuroImage 245 (2021) 118766. Online: https://www.sciencedirect.com/science/article/pii/S1053811921010387.", | ||
"Robbins, K., Truong, D., Jones, A., Callanan, I., & Makeig, S. (2021). Building FAIR functionality: Annotating events in time series data using Hierarchical Event Descriptors (HED). Neuroinformatics Special Issue Building the NeuroCommons. Neuroinformatics https://doi.org/10.1007/s12021-021-09537-4. Online: https://link.springer.com/article/10.1007/s12021-021-09537-4." | ||
], | ||
"Funding": [ | ||
"Experiment was supported by the UK Medical Research Council (MC_A060_5PR10) and Elekta Ltd.", | ||
"Curation was supported by: NIH R01 EB023297-03, NIH R01 NS047293-l4, NIH R24 MH120037-01, and R01 MH126700-01A1." | ||
], | ||
"DatasetDOI": "10.18112/openneuro.ds003645.v2.0.2", | ||
"EthicsApprovals": [ | ||
"The study was approved by Cambridge University Psychological Ethics Committee. Written informed consent was obtained from each participant prior to and following each phase of the experiment." | ||
] | ||
} |
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{ | ||
"participant_id": { | ||
"LongName": "Participant identifier", | ||
"Description": "Unique dataset subject identifier", | ||
"HED": "(Experiment-participant, ID/#)" | ||
}, | ||
"sex": { | ||
"Description": "Sex of the subject", | ||
"Levels": { | ||
"M": "male", | ||
"F": "female" | ||
}, | ||
"HED": { | ||
"M": "Male", | ||
"F": "Female" | ||
} | ||
}, | ||
"age": { | ||
"Description": "Age of the subject", | ||
"Units": "years", | ||
"HED": "Age/#" | ||
} | ||
} |
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participant_id age sex HED | ||
sub-002 31 M Healthy,Rested,Novice-level | ||
sub-003 25 M Healthy,Drowsy,Expert-level | ||
sub-004 30 M Expert-level |
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{ | ||
"participant_id": { | ||
"Description": "Dataset-wide identifier of participant", | ||
"HED": "((Experiment-participant, ID/#), {session_id}, {kss_scale}, {notes})" | ||
}, | ||
"session_id": { | ||
"Description": "The number of the session in this dataset for this participant.", | ||
"HED": "(Label/Session, ID/#)" | ||
}, | ||
"kss_scale": { | ||
"Description": "Karolinska sleepiness", | ||
"Levels": { | ||
"1": "Extremely alert", | ||
"2": "Very alert", | ||
"3": "Alert", | ||
"4": "Rather alert", | ||
"5": "Neither alert nor sleepy", | ||
"6": "Some signs of sleepiness", | ||
"7": "Sleepy but no effort to keep awake", | ||
"8": "Sleepy, but some effort to keep awake", | ||
"9": "Very sleepy, great effort to keep awake, fighting sleep", | ||
"10": "Extremely sleepy, can't keep awake" | ||
}, | ||
"HED": { | ||
"1": "(Alert, High)", | ||
"2": "(Alert, Medium)", | ||
"3": "Alert", | ||
"4": "(Alert, Low)", | ||
"5": "Awake", | ||
"6": "(Drowsy, Low)", | ||
"7": "Drowsy", | ||
"8": "(Drowsy, Medium)", | ||
"9": "(Drowsy, High)", | ||
"10": "Asleep" | ||
} | ||
}, | ||
"notes": { | ||
"Description": "additional comments/observations/notes, reported by the participant", | ||
"HED": "Experimental-note/#" | ||
} | ||
} |
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participant_id session_id kss_scale notes | ||
sub-002 n/a 1 Highly caffeinated. | ||
sub-003 n/a 4 Normal sleep. | ||
sub-004 ses-1 7 Bad dreams. | ||
sub-004 ses-2 9 Subject stayed up all night. |
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{ | ||
"trainLog": { | ||
"Description": "logbook filled in by the participants after each training session" | ||
}, | ||
"train_num": { | ||
"Description": "The number of this practice session", | ||
"HED": "(Item-count/#, Label/Train-session)" | ||
}, | ||
"duration_finger": { | ||
"Description": "reported practice time for the finger tapping task", | ||
"Units": "minutes", | ||
"HED": "(Duration/# minute, (Move, (Finger)))" | ||
}, | ||
"duration_foot": { | ||
"Description": "reported practice time for the foot stepping task", | ||
"Units": "minutes", | ||
"HED": "(Duration/# minute, (Move, (Foot)))" | ||
}, | ||
"assess_finger": { | ||
"Description": "'On a scale from 1 to 10, how would rate your performance today?' for the finger tapping task", | ||
"Range": "1 (can't perform the sequence at all) to 10 (automaticity is reached)", | ||
"HED": "(Finger, Categorical-level-value, Label/#)" | ||
}, | ||
"assess_foot": { | ||
"Description": "'On a scale from 1 to 10, how would rate your performance today?' for the foot stepping task", | ||
"Range": "1 (can't perform the sequence at all) to 10 (automaticity is reached)", | ||
"HED": "(Foot, Categorical-level-value, Label/#)" | ||
}, | ||
"notes": { | ||
"Description": "additional comments/observations/notes, reported by the participant", | ||
"HED": "Experimental-note/#" | ||
} | ||
} |
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participant_id train_num duration_finger duration_foot assess_finger assess_foot notes | ||
sub-002 1 5 4 7 5 i hate the foot stomping so much. | ||
sub-002 2 5 5 8 6 able to watch tv in the meantime. | ||
sub-003 1 3 5 9 6 Missed one day but still going strong. | ||
sub-003 2 10 10 7 n/a n/a | ||
sub-003 3 5 5 3 4 n/a | ||
sub-004 1 5 5 5 4 I did practice but forgot to fill in the form. | ||
sub-004 2 5 5 5 5 The sequences now go almost automatic. | ||
sub-004 3 5 5 6 6 n/a | ||
sub-004 4 n/a n/a 1 1 n/a |
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{ | ||
"sample_id": { | ||
"Description": "Sample ID", | ||
"HED": "((ID/#, Label/Sample-id), {participant_id}, {sample_type})" | ||
}, | ||
"participant_id": { | ||
"Description": "Participant ID from whom tissue samples have been acquired", | ||
"HED": "(ID/#, Experiment-participant)" | ||
}, | ||
"sample_type": { | ||
"Description": "Type of sample from ENCODE Biosample Type (https://www.encodeproject.org/profiles/biosample_type)", | ||
"HED": "Label/#" | ||
} | ||
} |
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sample_id participant_id sample_type | ||
sample-A sub-004 tissue | ||
sample-B sub-004 tissue |
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