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Sleep apnea (OSA) screening leaderboard

CFS: ICC

1 reported result for sleep apnea (OSA) screening on CFS, ranked by ICC. 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 CFS, measured by Intraclass correlation (agreement of a continuous estimate, e.g. AHI) (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: Agreement between the estimated and the PSG/HSAT-scored apnea-hypopnea index (AHI).

Sleep apnea (OSA) screening: CFS, Intraclass correlation (agreement of a continuous estimate, e.g. AHI). Reported rankings; evaluation protocols may differ.
RankMethod & evaluationIntraclass correlation (agreement of a continuous estimate, e.g. AHI)↑ Higher is better
1OxiNet

OxiNet (SpO₂ CNN)

Evaluation details · caveat

Site: PSG finger; SpO₂ used: yes (SpO₂ only)

Caveat: External; lower in Black participants.

Weights: not released

0.92

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: Not stated

Sources on this board

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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, CFS ICC leaderboard: sleep apnea (OSA) screening, https://chatppg.com/research/leaderboards/sleep-apnea/cleveland-family-study-icc (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/sleep-apnea/cleveland-family-study-icc">ChatPPG, CFS ICC 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). CFS ICC leaderboard: sleep apnea (OSA) screening [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/sleep-apnea/cleveland-family-study-icc

BibTeX
@misc{chatppg_sleep_apnea_cleveland_family_study_icc,
  author       = {{ChatPPG}},
  title        = {{CFS ICC leaderboard: sleep apnea (OSA) screening}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/sleep-apnea/cleveland-family-study-icc}},
  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: "CFS ICC leaderboard: sleep apnea (OSA) screening"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/sleep-apnea/cleveland-family-study-icc"
date-released: "2026-11-02"