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Dataset

EESM19

home PSG nights with GENEActiv wrist actigraphy (OpenNeuro ds005185)

IMUCC0 1.0
Get data DOI Cite

Aarhus / Mikkelsen ear-EEG sleep monitoring release on OpenNeuro (snapshot 1.0.2). Twenty healthy adults recorded at home with concurrent PSG and GENEActiv wrist actigraphy. First paper: https://doi.org/10.1038/s41598-019-53115-3.

Published
OpenNeuro ds005185, snapshot 1.0.2
Device
GENEActiv wrist actigraph
Labels
scored PSG sleep stages per night
License
CC0
At a glance
Type
Dataset
Host
Not reported
DOI
10.18112/openneuro.ds005185.v1.0.2 (opens in a new tab)
Licence
CC0 1.0 (opens in a new tab)
Access
Not reported
Subjects
20
Signals
IMU
Devices
PPG sites
None
Setting
In the wild, Sleep lab
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Sleep staging
Updated
Oct 26, 2026
EESM19: ChatPPG research summary card

Key numbers

20
Subjects
1
Reference labels
SLEEP STAGING

How it works

How EESM19 works: Devices & body sites → Signals recorded → TasksDevices & body sites: GENEActiv (Activinsights · Wrist). PPG sites: None. Signals recorded: EESM19, 20 subjects, signals IMU. Tasks: Sleep staging.Devices & body sitesGENEActiv: Activinsights · WristGENEActivActivinsights · WristPPG sites: NonePPG sitesNoneSignals recordedEESM1920 subjectsxyzIMUTasksSleep stagingSleep staging

No model in the hub reports results on this dataset yet.

Reference labels
sleep staging
Device roles
Study wearable (IMU)

Devices· 1

GENEActiv wrist accelerometers in their charging cradle
GENEActiv
Activinsights · Wrist
IMU
Product image: Activinsights

Full photo credits, sources and licences are on each device page.

Models trained or evaluated on it

No model in the hub reports results on EESM19 yet. Be the first: results submitted with a paper are added here.

FAQ

How many subjects are in EESM19?

EESM19 has data from 20 subjects, as listed in its research record.

What signals does EESM19 include?

EESM19 includes accelerometer data.

What can EESM19 be used for?

Research tasks it supports: sleep staging. Reference labels: sleep staging.

How do I get EESM19, and what is its licence?

It is available from https://openneuro.org/datasets/ds005185. Licence: CC0 1.0.

Cite

APA

EESM19 [Data set]. (n.d.). https://doi.org/10.18112/openneuro.ds005185.v1.0.2

BibTeX

@misc{eesm19eesm19,
  title         = {{EESM19}},
  doi           = {10.18112/openneuro.ds005185.v1.0.2}
}

Built from the hub record. Check it against the publisher before submitting.

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). EESM19: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/eesm19

BibTeX
@misc{chatppg_dataset_eesm19,
  author       = {{ChatPPG}},
  title        = {{EESM19: dataset record}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/eesm19}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "EESM19: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/eesm19"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-10-26"

History

  1. Record updated

Articles and algorithm explainers

Same tasks, signals and research

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