| --- |
| pretty_name: "Open iEEG Dataset (Pediatric iEEG, Wayne State University and UCLA)" |
| license: cc0-1.0 |
| tags: |
| - ieeg |
| - neuroscience |
| - eegdash |
| - brain-computer-interface |
| - pytorch |
| - sleep |
| - clinical-intervention |
| - epilepsy |
| size_categories: |
| - n<1K |
| task_categories: |
| - other |
| --- |
| |
| # Open iEEG Dataset (Pediatric iEEG, Wayne State University and UCLA) |
|
|
| **Dataset ID:** `ds005398` |
|
|
| _Zhang2024_Open_Pediatric_Wayne_ |
|
|
| > **At a glance:** IEEG · Sleep clinical/intervention · epilepsy · 185 subjects · 185 recordings · CC0 |
|
|
| ## Load this dataset |
|
|
| This repo is a **pointer**. The raw EEG data lives at its canonical source |
| (OpenNeuro / NEMAR); [EEGDash](https://github.com/eegdash/EEGDash) streams it |
| on demand and returns a PyTorch / braindecode dataset. |
|
|
| ```python |
| # pip install eegdash |
| from eegdash import EEGDashDataset |
| |
| ds = EEGDashDataset(dataset="ds005398", cache_dir="./cache") |
| print(len(ds), "recordings") |
| ``` |
|
|
| If the dataset has been mirrored to the HF Hub in braindecode's Zarr layout, |
| you can also pull it directly: |
|
|
| ```python |
| from braindecode.datasets import BaseConcatDataset |
| ds = BaseConcatDataset.pull_from_hub("EEGDash/ds005398") |
| ``` |
|
|
|
|
| ## Dataset metadata |
|
|
| | | | |
| |---|---| |
| | **Subjects** | 185 | |
| | **Recordings** | 185 | |
| | **Tasks (count)** | 1 | |
| | **Channels** | 128 (×30), 112 (×20), 108 (×8), 104 (×8), 118 (×6), 102 (×5), 124 (×5), 106 (×5), 132 (×4), 120 (×4), 64 (×4), 138 (×4), 100 (×4), 122 (×3), 114 (×3), 130 (×3), 110 (×3), 116 (×3), 74 (×2), 58 (×2), 98 (×2), 86 (×2), 94 (×2), 73 (×2), 140 (×2), 79 (×2), 96 (×2), 70 (×2), 107 (×2), 77 (×2), 150 (×2), 76 (×2), 126 (×2), 144 (×2), 62 (×1), 44 (×1), 149 (×1), 45 (×1), 40 (×1), 80 (×1), 60 (×1), 136 (×1), 32 (×1), 99 (×1), 63 (×1), 101 (×1), 93 (×1), 33 (×1), 133 (×1), 69 (×1), 127 (×1), 56 (×1), 92 (×1), 81 (×1), 84 (×1), 109 (×1), 34 (×1), 156 (×1), 68 (×1), 67 (×1), 95 (×1), 83 (×1), 72 (×1), 111 (×1), 164 (×1) | |
| | **Sampling rate (Hz)** | 1000 (×135), 2000 (×49), 200 (×1) | |
| | **Total duration (h)** | 91.0 | |
| | **Size on disk** | 102.2 GB | |
| | **Recording type** | IEEG | |
| | **Experimental modality** | Sleep | |
| | **Paradigm type** | Clinical/Intervention | |
| | **Population** | Epilepsy | |
| | **Source** | openneuro | |
| | **License** | CC0 | |
| | **NEMAR citations** | 1.0 | |
|
|
| ## Links |
|
|
| - **DOI:** [10.18112/openneuro.ds005398.v1.1.1](https://doi.org/10.18112/openneuro.ds005398.v1.1.1) |
| - **OpenNeuro:** [ds005398](https://openneuro.org/datasets/ds005398) |
| - **Browse 700+ datasets:** [EEGDash catalog](https://huggingface.co/spaces/EEGDash/catalog) |
| - **Docs:** <https://eegdash.org> |
| - **Code:** <https://github.com/eegdash/EEGDash> |
|
|
| --- |
|
|
| _Auto-generated from [dataset_summary.csv](https://github.com/eegdash/EEGDash/blob/main/eegdash/dataset/dataset_summary.csv) and the [EEGDash API](https://data.eegdash.org/api/eegdash/datasets/summary/ds005398). Do not edit this file by hand — update the upstream source and re-run `scripts/push_metadata_stubs.py`._ |
|
|
