Evidence map›Paper›PMID 34833659›Full record

ArticleSensors (Basel, Switzerland)2021

Wearable Bluetooth Triage Healthcare Monitoring System.

Caitlin Polley, Titus Jayarathna, Upul Gunawardana, Ganesh Naik, Tara Hamilton, Emilio Andreozzi, Paolo Bifulco, Daniele Esposito, Jessica Centracchio, Gaetano Gargiulo

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
3.1field-weighted citation impact, top 7% of its field
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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.

  1. Pooled it
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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 at 5 institutions in 2 countries.

Caitlin PolleySchool of Engineering, Design and Built Environment, Western Sydney University, Kingwoods, NSW 2751, Australia.
Titus JayarathnaMARCS Institute for Brain, Behaviour and Development, Western Sydney University, Milperra, NSW 2560, Australia.ORCID 0000-0002-1849-4235
Upul GunawardanaSchool of Engineering, Design and Built Environment, Western Sydney University, Kingwoods, NSW 2751, Australia.ORCID 0000-0003-0932-5306
Ganesh NaikCollege of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia.
Tara HamiltonSchool of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia.ORCID 0000-0003-2630-7011
Emilio AndreozziDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80138 Naples, Italy.ORCID 0000-0003-4829-3941
Paolo BifulcoDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80138 Naples, Italy.ORCID 0000-0002-9585-971X
Daniele EspositoDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80138 Naples, Italy.ORCID 0000-0003-0716-8431
Jessica CentracchioDepartment of Electrical Engineering and Information Technology, University of Naples Federico II, 80138 Naples, Italy.ORCID 0000-0003-3422-8727
Gaetano GargiuloSchool of Engineering, Design and Built Environment, Western Sydney University, Kingwoods, NSW 2751, Australia.ORCID 0000-0002-2616-2804
University of Naples Federico II · ITWestern Sydney University · AUFlinders University · AUUniversity of Technology Sydney · AUUNSW Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Triage is the first interaction between a patient and a nurse/paramedic. This assessment, usually performed at Emergency departments, is a highly dynamic process and there are international grading systems that according to the patient condition initiate the patient journey. Triage requires an initial rapid assessment followed by routine checks of the patients' vitals, including respiratory rate, temperature, and pulse rate. Ideally, these checks should be performed continuously and remotely to reduce the workload on triage nurses; optimizing tools and monitoring systems can be introduced and include a wearable patient monitoring system that is not at the expense of the patient's comfort and can be remotely monitored through wireless connectivity. In this study, we assessed the suitability of a small ceramic piezoelectric disk submerged in a skin-safe silicone dome that enhances contact with skin, to detect wirelessly both respiration and cardiac events at several positions on the human body. For the purposes of this evaluation, we fitted the sensor with a respiratory belt as well as a single lead ECG, all acquired simultaneously. To complete Triage parameter collection, we also included a medical-grade contact thermometer. Performances of cardiac and respiratory events detection were assessed. The instantaneous heart and respiratory rates provided by the proposed sensor, the ECG and the respiratory belt were compared via statistical analyses. In all considered sensor positions, very high performances were achieved for the detection of both cardiac and respiratory events, except for the wrist, which provided lower performances for respiratory rates. These promising yet preliminary results suggest the proposed wireless sensor could be used as a wearable, hands-free monitoring device for triage assessment within emergency departments. Further tests are foreseen to assess sensor performances in real operating environments.

Indexed as

TriageWearable Electronic DevicesDelivery of Health CareElectrocardiographyHumansMonitoring, Physiologiccardiacelectronic stethoscopepiezoelectricrespiratorytele-triagetriagewireless

Identifiers

PMID34833659
PMCPMC8619240
OpenAlexW3213919384

What OpenQuestion holds

Textmetadata
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.