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Sleep apnea (OSA) screening leaderboard

Stanford enriched cohort: AUROC

1 reported result for sleep apnea (OSA) screening on Stanford enriched cohort, ranked by AUROC. 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 Stanford enriched cohort, measured by Area under ROC (higher 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: Moderate-to-severe OSA (AHI ≥ 15) classification against the reference sleep study.

Sleep apnea (OSA) screening: Stanford enriched cohort, Area under ROC. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationArea under ROC↑ Higher is better
—Samsung Galaxy Watch OSA feature

Samsung Galaxy Watch OSA feature (Alavi et al.)

Evaluation details · caveat

Site: wrist; SpO₂ used: not stated

Not ranked: 95% CI 0.889–0.980; spectrum bias (29 with AHI <15 on both nights); Samsung-funded.

Weights: not released

0.94

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.

Sources on this board

Related leaderboards

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Sleep apnea (OSA) screening on other datasets

Show 26 more leaderboards

All sleep apnea (OSA) screening leaderboards

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, Stanford enriched cohort AUROC leaderboard: sleep apnea (OSA) screening, https://chatppg.com/research/leaderboards/sleep-apnea/clinical-stanford-auroc (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/sleep-apnea/clinical-stanford-auroc">ChatPPG, Stanford enriched cohort AUROC 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). Stanford enriched cohort AUROC leaderboard: sleep apnea (OSA) screening [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/sleep-apnea/clinical-stanford-auroc

BibTeX
@misc{chatppg_sleep_apnea_clinical_stanford_auroc,
  author       = {{ChatPPG}},
  title        = {{Stanford enriched cohort AUROC leaderboard: sleep apnea (OSA) screening}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/sleep-apnea/clinical-stanford-auroc}},
  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: "Stanford enriched cohort AUROC leaderboard: sleep apnea (OSA) screening"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/sleep-apnea/clinical-stanford-auroc"
date-released: "2026-11-02"