# OpenNeuro ds004584 · Parkinson's disease, rest eyes open: EEG decoding results

Resting-state EEG, Parkinson's disease and controls

Two minutes of eyes-open resting-state EEG (64-channel BrainVision cap) from 149 participants, 100 with Parkinson's disease and 49 controls, recruited at the University of Iowa Movement Disorders Clinic (2017 to 2021) for the cohort of Singh et al. (J Neurol Neurosurg Psychiatry, 2023). Released on OpenNeuro as ds004584 'Rest eyes open' (CC0, 2023).

**Also known as** OpenNeuro ds004584 · Rest eyes open · NEMAR on004584

Description sources [openneuro.org](https://openneuro.org/datasets/ds004584) · [doi.org](https://doi.org/10.18112/openneuro.ds004584.v1.0.0) · [pmc.ncbi.nlm.nih.gov](https://pmc.ncbi.nlm.nih.gov/articles/PMC10592174/) · [doi.org](https://doi.org/10.1101/2022.07.26.22278079) · [nemar.org](https://nemar.org/dataset/on004584)

## Where it appears

- [Can resting-state EEG separate Parkinson's disease from controls?](https://bci.report/topics/clinical-groups/)

## Published results

Every figure below is copied from a reviewed download, not recomputed for this page. Read each group with its protocol on the linked page.

### Clinical groups · Parkinson's disease vs. controls

Read with its protocol: [Clinical groups](https://bci.report/topics/clinical-groups/) · Chance level 50.0% · [clinical-update.json](https://bci.report/data/clinical-update.json)

**Balanced accuracy, 2 configurations.** Dot: the estimate; line: 95% interval; dashed line: chance level where the payload records one.

- Relative-spectrum logistic regression · Resting-state EEG, eyes open: 71.7% (63.5%–79.3%)
- Age and sex only · Age and sex only · no EEG: 55.0% (46.9%–63.6%)

| Method | Condition | Metric | Value | People |
| --- | --- | --- | --- | --- |
| Relative-spectrum logistic regression | Resting-state EEG, eyes open | Balanced accuracy | 71.7% (63.5%–79.3%) | 149 |
| Relative-spectrum logistic regression | Resting-state EEG, eyes open | AUROC | 0.76 | 149 |
| Age and sex only — reference or comparator, not a decoding model | Age and sex only · no EEG | Balanced accuracy | 55.0% (46.9%–63.6%) | 149 |
| Age and sex only — reference or comparator, not a decoding model | Age and sex only · no EEG | AUROC | 0.56 | 149 |

## Source and licence

### OpenNeuro ds004584 · Parkinson's disease, rest eyes open

**Credit** Dataset: Arun Singh, Rachel Cole, Arturo Espinoza, Jim Cavanagh and Nandakumar Narayanan · Rest eyes open, OpenNeuro ds004584 v1.0.0, doi:10.18112/openneuro.ds004584.v1.0.0. Cohort study: Arun Singh, Rachel C. Cole, Arturo I. Espinoza, Jan R. Wessel, James F. Cavanagh and Nandakumar S. Narayanan · Evoked mid-frontal activity predicts cognitive dysfunction in Parkinson's disease, Journal of Neurology, Neurosurgery & Psychiatry 94, 945-953 (2023), doi:10.1136/jnnp-2022-330154. Transport mirror: NEMAR on004584, doi:10.82901/nemar.on004584.

[CC0-1.0 ↗](https://creativecommons.org/publicdomain/zero/1.0/) · [Dataset record ↗](https://doi.org/10.18112/openneuro.ds004584.v1.0.0)

BCI Report does not redistribute any recording. These are aggregate measurements computed by BCI Report under the licence above; the data belong to the people credited.

[All datasets →](https://bci.report/datasets/) · [All methods →](https://bci.report/methods/)

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