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Sleep apnea (OSA) screening leaderboard

SHHS1: AHI MAE (events/h)

1 reported result for sleep apnea (OSA) screening on SHHS1, ranked by AHI MAE (events/h). Every row cites its source publication.

Last updated

These are research results as reported by each study, shown for education. A wearable or model result is not a diagnosis; talk to a clinician about a sleep study if you have concerns about sleep apnea.

This page ranks every result ChatPPG has recorded for sleep apnea (OSA) screening on SHHS1, measured by AHI mean absolute error (events/h) (lower is better). Each number is copied from the publication cited in its row, and ranks apply only within this dataset and metric and this protocol group.

Only one result has been reported on this dataset and metric so far, so this is a reference point rather than a multi-method comparison.

Evaluation protocol: Agreement between the estimated and the PSG/HSAT-scored apnea-hypopnea index (AHI).

Sleep apnea (OSA) screening: SHHS1, AHI mean absolute error (events/h). Reported rankings; evaluation protocols may differ.
RankMethod & evaluationAHI mean absolute error (events/h)↓ Lower is better
—SleepMaMi

SleepMaMi (PSG foundation model, Macro-Encoder)

Evaluation details · open weights · caveat

Site: PSG multimodal; SpO₂ used: yes (PSG)

Not ranked: Ablation row (micro-only 9.69); not a wearable input.

Weights: open

8.40

Rows are ranked only within this task × dataset × metric and one protocol group. Protocols can still differ in detail; read each method's evaluation details before comparing.

About the dataset

Licence: NSRR Data Access and Use Agreement

Sources on this board

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Sleep apnea (OSA) screening on other datasets

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Data and submissions

Downloads of every leaderboard (JSON and CSV) are free for members. Sign in to download.Missing a published result? Email hello@chatppg.com with the paper link and the exact table it comes from.

Cite or reuse this

CC BY 4.0ChatPPG compiled this data. You can copy, adapt and republish it, including in articles, slides, papers and AI tools, as long as you credit ChatPPG and link to this page. Please also cite the original studies for any number you use.

Attribution

Source: ChatPPG, SHHS1 AHI MAE (events/h) leaderboard: sleep apnea (OSA) screening, https://chatppg.com/research/leaderboards/sleep-apnea/shhs-mae-events-per-h (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/sleep-apnea/shhs-mae-events-per-h">ChatPPG, SHHS1 AHI MAE (events/h) leaderboard: sleep apnea (OSA) screening</a> (<a href="https://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0</a>)

Cite the page URL and the date you accessed it. Please also cite the original publications listed above.

APA

ChatPPG. (2026). SHHS1 AHI MAE (events/h) leaderboard: sleep apnea (OSA) screening [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/sleep-apnea/shhs-mae-events-per-h

BibTeX
@misc{chatppg_sleep_apnea_shhs_mae_events_per_h,
  author       = {{ChatPPG}},
  title        = {{SHHS1 AHI MAE (events/h) leaderboard: sleep apnea (OSA) screening}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/sleep-apnea/shhs-mae-events-per-h}},
  note         = {ChatPPG Research Hub}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "SHHS1 AHI MAE (events/h) leaderboard: sleep apnea (OSA) screening"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/sleep-apnea/shhs-mae-events-per-h"
date-released: "2026-11-02"