ChatPPG.
Join free

Sleep apnea (OSA) screening leaderboard

own-pisa-crm-fitbit-benedetti-2022: mcc

1 reported result for sleep apnea (OSA) screening on own-pisa-crm-fitbit-benedetti-2022, ranked by mcc. 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.

Recent changes

  1. Leaderboard added with 1 result

From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.

This page ranks every result ChatPPG has recorded for sleep apnea (OSA) screening on own-pisa-crm-fitbit-benedetti-2022, measured by mcc (higher is better). Each number is copied from the publication cited in its row, and ranks apply only within this dataset and metric.

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.

Sleep apnea (OSA) screening: own-pisa-crm-fitbit-benedetti-2022, mcc. Reported rankings; evaluation protocols may differ.
RankMethod & evaluationmcc↑ Higher is better
1DORMIAPNEA

DORMIAPNEA (Sleepacta OSA-risk screening; EU MDR Class I; related Benedetti NSS 2022)

Evaluation details

AHI <5 vs ≥5 vs CRM; LOO; Se 76.7% Sp 66.7%; compared by authors to STOP-Bang pooled Se 90% Sp 49%

Weights: not released

Reported as of: 2026-11-09

0.4

Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method's evaluation details before comparing. Latest reported row: 2026-11-09.

Sources on this board

Related leaderboards

Sleep apnea (OSA) screening on other datasets

Show 20 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, own-pisa-crm-fitbit-benedetti-2022 mcc leaderboard: sleep apnea (OSA) screening, https://chatppg.com/research/leaderboards/sleep-apnea/own-pisa-crm-fitbit-benedetti-2022-mcc (CC BY 4.0)

HTML link

Source: <a href="https://chatppg.com/research/leaderboards/sleep-apnea/own-pisa-crm-fitbit-benedetti-2022-mcc">ChatPPG, own-pisa-crm-fitbit-benedetti-2022 mcc 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). own-pisa-crm-fitbit-benedetti-2022 mcc leaderboard: sleep apnea (OSA) screening [Data set]. ChatPPG Research Hub. https://chatppg.com/research/leaderboards/sleep-apnea/own-pisa-crm-fitbit-benedetti-2022-mcc

BibTeX
@misc{chatppg_sleep_apnea_own_pisa_crm_fitbit_benedetti_2022_mcc,
  author       = {{ChatPPG}},
  title        = {{own-pisa-crm-fitbit-benedetti-2022 mcc leaderboard: sleep apnea (OSA) screening}},
  year         = {2026},
  month        = nov,
  howpublished = {\url{https://chatppg.com/research/leaderboards/sleep-apnea/own-pisa-crm-fitbit-benedetti-2022-mcc}},
  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: "own-pisa-crm-fitbit-benedetti-2022 mcc leaderboard: sleep apnea (OSA) screening"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/leaderboards/sleep-apnea/own-pisa-crm-fitbit-benedetti-2022-mcc"
date-released: "2026-11-09"