Evidence map›Paper›PMID 40365013›Full record

ArticleFrontiers in bioengineering and biotechnology2025

Wireless skin sensors for electrocardiogram and heart rate monitoring in the neonatal intensive care unit: a prospective feasibility, safety, and accuracy study.

Eva Senechal, Daniel Radeschi, Shasha Lv, Emilie Jeanne, Ana Saveedra Ruiz, Lydia Tao, Brittany Dulmage, Wissam Shalish, Robert Edward Kearney, Guilherme Sant'Anna

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Superintelligence: A Crucial Juncture in the Development of Healthcare Sciences and Public Health.International journal of environmental research and public health · 2026
    Article
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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

10 authors.

Eva Senechal *Experimental Medicine Department, McGill University Health Center, Montreal, QC, Canada.
Daniel Radeschi *Biomedical Engineering Department, McGill University, Montreal, QC, Canada.
Shasha LvResearch Institute of the McGill University Health Center, Montreal, QC, Canada.
Emilie JeanneExperimental Medicine Department, McGill University Health Center, Montreal, QC, Canada.
Ana Saveedra RuizResearch Institute of the McGill University Health Center, Montreal, QC, Canada.
Lydia TaoResearch Institute of the McGill University Health Center, Montreal, QC, Canada.
Brittany DulmageDepartment of Dermatology, Ohio State University Wexner Medical Center, Columbus, OH, United States.
Wissam ShalishDivision of Neonatology, Department of Pediatrics, McGill University Health Center, Montreal, QC, Canada.
Robert Edward KearneyBiomedical Engineering Department, McGill University, Montreal, QC, Canada.
Guilherme Sant'AnnaDivision of Neonatology, Department of Pediatrics, McGill University Health Center, Montreal, QC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Assess feasibility, safety, and accuracy of electrocardiogram (ECG) and heart rate (HR) monitoring in neonates, using a new wireless skin sensor. Methods: Prospective observational study in infants of any gestational age admitted in the neonatal intensive care unit. ECG/HR signals were simultaneously recorded from a standard wired and new wireless system with bedside annotations. Feasibility was evaluated as signal coverage, gap numbers/durations, and sources of gaps. Safety was appraised by changes in skin condition and pain after/upon wireless sensor removal. Accuracy was measured using bias and 95% limits of agreement, and the coefficient of determination. The ability of the wireless sensors to detect normal and abnormal HR values was evaluated using a Clark Error Grid. Additionally, user satisfaction from parents and nurses were appraised using a short questionnaire. Results: 25 infants had 757 h of recorded signals over 96 days. ECG coverage was 99.9% [IQR: 99.9%-99.95%] for the wired vs 97.8% [IQR: 81.6%-99.9%; p < 0.00] for the wireless system, while HR coverage was 99.4% [IQR: 98.6%-99.9%] vs 89.7% [IQR: 75.6%-97.6%; p < 0.00]. Wireless ECG gaps were <5 s in 97% of cases, and HR gaps <30 s in 85%. All ECG gaps and 57% of HR gaps were due to Bluetooth disconnection (BD). 78% of BD in wireless HR were during kangaroo care (78%). Of 192 skin photographs (96 pairs), 98% were taken, showing increased but low skin scores post-removal, with median pain scores also low. Accuracy metrics showed strong agreement, with the Clark Error Grid indicating 97% of paired signals led to the same clinical outcome. Among 23 nurse and 18 parent responses, satisfaction with the wireless system was high. Conclusion: ECG and HR monitoring using a new wireless skin sensor was feasible, safe, and accurate when compared to the wired standard. Future adjustments in the technology are needed to improve signal coverage during handling and KC and test the sensors in unstable and more immature patients. Limitations included challenges in recruiting unstable neonates, variability introduced by multiple raters completing pain assessments, and inability to apply safety metrics to the wired standard of care.

Indexed as

bedside monitoringelectrocadiographyheart rateNICU (neonatal intensive care unit)patient monitoringwireless sensorwireless technologies

Identifiers

PMID40365013
PMCPMC12069355

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LicenceCC BY
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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.