CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children). Recorded signals include eeg, eog, ecg, ppg, spo2, resp, psg. Licence: NSRR Data Access and Use Agreement.
Icons show the form factor: we have no openly licensed or manufacturer-cleared photo of these exact devices yet.
#54 of 158 most-used datasets by published papers and models · #28 of 81 PPG · #23 of 70 ECG
Browse these 2 papers in the research explorer (filtered to CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children))
CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children) [Data set]. (n.d.). https://doi.org/10.25822/cg2n-4y91
@misc{ccshsnsrrccshs,
title = {{CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children)}},
doi = {10.25822/cg2n-4y91}
}Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
ChatPPG. (2026). CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children): dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/ccshs-nsrr
@misc{chatppg_dataset_ccshs_nsrr,
author = {{ChatPPG}},
title = {{CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children): dataset record}},
year = {2026},
month = nov,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/ccshs-nsrr}},
note = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}cff-version: 1.2.0 message: "If you use this resource, please cite it as below." type: dataset title: "CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children): dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/ccshs-nsrr" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-11-05"
Record updated
A Unified Flexible Large Polysomnography Model for Sleep Staging and Downstream Clinical Screening (LPSGM)Uses CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children)medRxiv preprint · 2024
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohortsUses CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children)npj Digital Medicine · 2026
LPSGM (Large PSG Model; flexible-channel EEG/EOG/EMG sleep staging + clinical screening; ZJU / Hangzhou Seventh People's Hospital)Uses CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children)Foundation modelEEGEMGEOG2026 · Open weights
AnySleep (FH Aachen; channel-agnostic EEG/EOG sleep stager, npj Digit Med 2026)Uses CCSHS (Cleveland Children's Sleep and Health Study, NSRR): in-lab PSG with finger pleth in a pediatric/adolescent cohort (907 children)EEGEOG2026 · Open weights