Evidence map›Paper›PMID 41755142›Full record

Observational studySensors (Basel, Switzerland)2026

Continuous Vital Signs Monitoring with a Wireless and Wearable Earsensor in Surgical Patients: A Clinical Validation Study.

Patrick van den Berge, Kim van Loon, Lianne Zevenbergen, Pascalle A van den Heuvel, Martine J M Breteler

Abstract readComparative StudyObservational StudyValidation Study
In one paragraph

Observational study in Sensors (Basel, Switzerland), 2026. 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

5 authors.

Patrick van den BergeDepartment of Anesthesiology, University Medical Center Utrecht, Utrecht University, 3508 TC Utrecht, The Netherlands.
Kim van LoonDepartment of Anesthesiology, University Medical Center Utrecht, Utrecht University, 3508 TC Utrecht, The Netherlands.
Lianne ZevenbergenFastFocus B.V., 3481 LT Harmelen, The Netherlands.ORCID 0000-0002-8891-7571
Pascalle A van den HeuvelDepartment of Technical Medicine, University of Twente, 7500 AE Enschede, The Netherlands.
Martine J M BretelerDepartment of Anesthesiology, University Medical Center Utrecht, Utrecht University, 3508 TC Utrecht, The Netherlands.ORCID 0000-0001-7342-0741

Funding

FastFocus BV. NA.
6 · The paper itself

Abstract

(1) Background: Evidence on the clinical accuracy of wireless photoplethysmography (PPG)-based vital sign monitoring is limited. This study evaluated the accuracy, technical performance, and patient comfort of a novel PPG-based earsensor for measuring oxygen saturation (SpO

Indexed as

PhotoplethysmographyVital SignsWearable Electronic DevicesWireless TechnologyAdultAgedFemaleHeart RateHumansMaleMiddle AgedMonitoring, PhysiologicOximetryOxygen SaturationRemote Patient MonitoringRespiratory Rateclinical deteriorationphotoplethysmographyremote patient monitoringvital signswearable device

Identifiers

PMID41755142
PMCPMC12944664

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.