Evidence map›Paper›PMID 39427062›Full record

ArticleScientific reports2024

Sleep prediction using data from oximeter, accelerometer and snoring for portable monitor obstructive sleep apnea diagnosis.

Diego Munduruca Domingues, Paloma Rodrigues Rocha, Ana Cláudia M V Miachon, Sara Quaglia de Campos Giampá, Filipe Soares, Pedro R Genta, Geraldo Lorenzi-Filho

Abstract read
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In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Observational
  3. 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

7 authors.

Diego Munduruca DominguesBiologix Sistemas S.A., São Paulo, SP, Brazil. diego.domingues@biologix.com.br.
Paloma Rodrigues RochaBiologix Sistemas S.A., São Paulo, SP, Brazil.
Ana Cláudia M V MiachonBiologix Sistemas S.A., São Paulo, SP, Brazil.
Sara Quaglia de Campos GiampáLaboratório do Sono, LIM 63, Divisão de Pneumologia, Instituto do Coração, InCor, Hospital das Clínicas HCFMUSP, Universidade de São Paulo, Eneas de Carvalho Aguiar 44, 8º andar, São Paulo, SP, 05403-900, Brazil.
Filipe SoaresBiologix Sistemas S.A., São Paulo, SP, Brazil.
Pedro R GentaLaboratório do Sono, LIM 63, Divisão de Pneumologia, Instituto do Coração, InCor, Hospital das Clínicas HCFMUSP, Universidade de São Paulo, Eneas de Carvalho Aguiar 44, 8º andar, São Paulo, SP, 05403-900, Brazil.
Geraldo Lorenzi-FilhoLaboratório do Sono, LIM 63, Divisão de Pneumologia, Instituto do Coração, InCor, Hospital das Clínicas HCFMUSP, Universidade de São Paulo, Eneas de Carvalho Aguiar 44, 8º andar, São Paulo, SP, 05403-900, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to build and validate an artificial neural network (ANN) algorithm to predict sleep using data from a portable monitor (Biologix system) consisting of a high-resolution oximeter with built-in accelerometer plus smartphone application with snoring recording and cloud analysis. A total of 268 patients with suspected obstructive sleep apnea (OSA) were submitted to standard polysomnography (PSG) with simultaneous Biologix (age:

Indexed as

AccelerometryNeural Networks, ComputerOximetryPolysomnographySleep Apnea, ObstructiveSnoringAdultAgedAlgorithmsFemaleHumansMaleMiddle AgedSleepSmartphoneArtificial neural networkObstructive sleep apneaSleep prediction

Identifiers

PMID39427062
PMCPMC11490485

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.