Resting-state EEG, Parkinson's disease and controls

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

Name: BCI Report: results on OpenNeuro ds004584 · Parkinson's disease, rest eyes open
Creator: BCI Report
License: https://creativecommons.org/licenses/by/4.0/

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 · doi.org · pmc.ncbi.nlm.nih.gov · doi.org · nemar.org

Where it appears

Can resting-state EEG separate Parkinson's disease from controls?

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 · Chance level 50.0% · clinical-update.json

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%)

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

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 onlyreference or comparator, not a decoding model	Age and sex only · no EEG	Balanced accuracy	55.0%46.9%–63.6%	149
Age and sex onlyreference 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 ↗ · Dataset record ↗

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.

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