Evidence map›Paper›PMID 41012886›Full record

ArticleSensors (Basel, Switzerland)2025

A Framework to Evaluate Feasibility, Safety, and Accuracy of Wireless Sensors in the Neonatal Intensive Care Unit: Oxygen Saturation Monitoring.

Eva Senechal, Daniel Radeschi, Emily Jeanne, Ana Saveedra Ruiz, Brittany Dulmage, Wissam Shalish, Robert E Kearney, Guilherme Sant'Anna

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Eva SenechalExperimental Medicine Department, McGill University Health Center, Montreal, QC H3A 0G4, Canada.
Daniel RadeschiBiomedical Engineering Department, McGill University, Montreal, QC H3A 0G4, Canada.
Emily JeanneExperimental Medicine Department, McGill University Health Center, Montreal, QC H3A 0G4, Canada.
Ana Saveedra RuizResearch Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada.
Brittany DulmageWexner Medical Center, University of Ohio, Columbus, OH 43210, USA.ORCID 0000-0003-3043-8903
Wissam ShalishResearch Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada.
Robert E KearneyBiomedical Engineering Department, McGill University, Montreal, QC H3A 0G4, Canada.ORCID 0000-0002-5107-6190
Guilherme Sant'AnnaResearch Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada.ORCID 0000-0003-1633-3654

Funding

Fonds de Recherche du Québec - Santé 343728
6 · The paper itself

Abstract

Monitoring vital signs in the Neonatal Intensive Care Unit (NICU) typically relies on wired skin sensors, which can limit mobility, cause skin issues, and interfere with parent-infant bonding. Wireless sensors offer promising alternatives, but evaluations to date often emphasize accuracy alone, lack NICU-specific validation, and rarely use standardized frameworks. Our objective was to develop and apply a comprehensive framework for evaluating the feasibility, safety, and accuracy of wireless monitoring technologies using a wireless pulse oximeter, the Anne limb (Sibel Health, USA), in real-world NICU conditions. A prospective study was conducted on a diverse NICU population. A custom system enabled synchronized data recordings from both standard and wireless devices. Feasibility was assessed as signal coverage across a variety of daily care activities and during routine procedures. Safety was evaluated through skin assessments after extended wear. Accuracy was examined sample-by-sample and interpreted using the Clarke Error Grid for clinical relevance. The wireless oximeter device showed high feasibility with reliable Bluetooth connection across a range of patients and activities (median wireless PPG coverage = 100%, IQR: 99.85-100%). Skin assessments showed no significant adverse effects. Accuracy was strong overall (median bias 1.34%, 95% LoA -3.63 to 6.41), with most data points within clinically acceptable Clarke error grid zones A and B, though performance declined for infants on supplemental oxygen. This study presents a robust, multidimensional framework for evaluating wireless monitoring devices in NICUs and offers recommendations for future research design and reporting.

Indexed as

Intensive Care Units, NeonatalOximetryOxygenOxygen SaturationWireless TechnologyFeasibility StudiesFemaleHumansInfant, NewbornMaleMonitoring, PhysiologicProspective StudiesOxygenNICUoxygen saturationwearable deviceswireless sensors

Identifiers

PMID41012886
PMCPMC12473557

What OpenQuestion holds

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LicenceCC BY
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.