ChatPPG.
Dataset

Sleep Heart Health Study (SHHS, NSRR)

psgECGEEGRespSpO₂
Get data DOI Cite

The Sleep Heart Health Study is a multi-center NHLBI cohort that tests whether sleep-disordered breathing raises the risk of heart disease, stroke, hypertension and death. It enrolled 6,441 adults aged 40 or older in 1995 to 1998, and 3,295 had a second polysomnogram in 2001 to 2003. Cardiovascular outcomes were followed until 2011, and the data are shared through the National Sleep Research Resource.

  • Exams: 1995-1998 and 2001-2003
  • Outcomes: cardiovascular events tracked to 2011
  • Access: NSRR
At a glance
Type
Dataset
Host
Not reported
DOI
10.25822/ghy8-ks59 (opens in a new tab)
Licence
Not reported
Access
Not reported
Subjects
Not reported
Signals
psgECGEEGRespSpO₂
PPG sites
None
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Sleep apneaSleep staging
Papers
Updated
Oct 16, 2026
Sleep Heart Health Study (SHHS, NSRR): ChatPPG research summary card

How it works

How Sleep Heart Health Study (SHHS, NSRR) works: Devices & body sites → Signals recorded → TasksDevices & body sites: None (PPG site). Signals recorded: Sleep Heart Health Study (SHHS, NSRR), signals psg, ECG, EEG, Respiration, SpO₂. Tasks: Sleep apnea; Sleep staging.Devices & body sitesNone: PPG siteNonePPG siteSignals recordedSleep Heart Health Study…psgECGEEGRespirationR / IRSpO₂TasksSleep apneaSleep apneaSleep stagingSleep staging

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

Device roles
Clinical reference (ECG)

Models trained or evaluated on it

No model in the hub reports results on Sleep Heart Health Study (SHHS, NSRR) yet. Be the first: results submitted with a paper are added here.

Papers using it· 1

European Heart Journal · 2018
The hypoxic burden of sleep apnoea predicts cardiovascular disease-related mortality: the Osteoporotic Fractures in Men Study and the Sleep Heart Health Study
Ali Azarbarzin, Scott A Sands, Katie L Stone et al.

Cite

@misc{shhs2026,
  title = {{Sleep Heart Health Study (SHHS, NSRR)}},
  year = {2026},
  doi = {10.25822/ghy8-ks59},
  url = {https://sleepdata.org/datasets/shhs}
}

History

  1. Record updated

More on ChatPPG