CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up. Recorded signals include eeg, eog, ecg, ppg, spo2, resp. Licence: NSRR Data Access and Use Agreement.
| Task | Dataset | Metric | Value | Rank |
|---|---|---|---|---|
| Sleep staging | CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up | Cohen's κ ↓ | 0.793 | #1 / 1 |
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohortsnpj Digital Medicine · 2026
Global Time-Aware Conditioning (GTC): A Mechanism for Time-Aware Pediatric Sleep Representation LearningEvaluationarXiv 2610.26618v1 · 2026
A Unified Flexible Large Polysomnography Model for Sleep Staging and Downstream Clinical Screening (LPSGM)PretrainingmedRxiv preprint · 2024#44 of 158 most-used datasets by published papers and models · #22 of 81 PPG · #20 of 70 ECG
Browse these 3 papers in the research explorer (filtered to CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up)
CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up [Data set]. (n.d.). nsrr. https://doi.org/10.25822/d68d-8g03
@misc{chatchat,
title = {{CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up}},
howpublished = {nsrr},
doi = {10.25822/d68d-8g03}
}Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
ChatPPG. (2026). CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/chat
@misc{chatppg_dataset_chat,
author = {{ChatPPG}},
title = {{CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up: dataset record}},
year = {2026},
month = nov,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/chat}},
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: "CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-up: dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/chat" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-11-05"
Record updated
Global Time-Aware Conditioning (GTC): A Mechanism for Time-Aware Pediatric Sleep Representation LearningUses CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-uparXiv 2610.26618v1 · 2026A Unified Flexible Large Polysomnography Model for Sleep Staging and Downstream Clinical Screening (LPSGM)Uses CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-upmedRxiv preprint · 2024AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohortsUses CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-upnpj Digital Medicine · 2026
LPSGM (Large PSG Model; flexible-channel EEG/EOG/EMG sleep staging + clinical screening; ZJU / Hangzhou Seventh People's Hospital)Uses CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-upFoundation modelEEGEMGEOG2026 · Open weights
AnySleep (FH Aachen; channel-agnostic EEG/EOG sleep stager, npj Digit Med 2026)Uses CHAT (Childhood Adenotonsillectomy Trial, NSRR): paediatric OSA PSG at baseline and 7-month follow-upEEGEOG2026 · Open weights