Evidence map›Paper›PMID 41559161›Full record

ArticleScientific reports2026

Clinical validation of a multisensor wearable device (SOUNDI) for the diagnosis of obstructive sleep apnea (OSA).

Caterina Salito, Dario Bovio, Carolina Lombardi

Abstract readValidation Study
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Caterina SalitoBiocubica Srl, Piazza Antonio Gramsci 8, 20154, Milano, Italy. caterina.salito@biocubica.it.
Dario BovioBiocubica Srl, Piazza Antonio Gramsci 8, 20154, Milano, Italy.
Carolina LombardiCentro Medicina del Sonno, Istituto Auxologico Italiano IRCCS, Milano, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obstructive sleep apnea (OSA) is a common disorder with significant health and economic burdens and the current standard of diagnosis is performed through polysomnography. This study assesed the diagnostic accuracy of SOUNDI, a novel wearable device that uses optical, acoustical, and accelerometer signals for home sleep testing. Fifty patients suspected of having OSA underwent simultaneous monitoring with standard Type 3 cardiorespiratory monitoring (PG) and SOUNDI system. The apnea‒hypopnea index (AHI), oxygen desaturation index and oxygen saturation parameters derived from SOUNDI were highly correlated (r = 0.87-0.99, p < 0.0001) and were in good agreement with the PG. SOUNDI study was shown to have excellent specificity and positive predictive value (PPV) at various AHI values ( AHI ≥ 5/h: specificity = 0.769, PPV = 0.919; AHI ≥ 15/h: specificity = 0.852, PPV = 0.833; AHI ≥ 30/h: specificity = 0.833, PPV = 0.100). Patient feedback highlighted significant satisfaction with the wearingability and ease of use of the SOUNDI, indicating a preference for multi-night monitoring. The findings suggest that the SOUNDI offers a patient-centric and potentially cost-effective alternative to PG for OSA diagnosis in the home setting.

Indexed as

Sleep Apnea, ObstructiveWearable Electronic DevicesAdultFemaleHumansMaleMiddle AgedOxygen SaturationPolysomnography

Identifiers

PMID41559161
PMCPMC12894988

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.