Evidence map›Paper›PMID 39065978›Full record

ArticleSensors (Basel, Switzerland)2024

Smart Medical Evacuation Support System for the Military.

Jaroslaw Krygier, Piotr Lubkowski, Krzysztof Maslanka, Andrzej P Dobrowolski, Tomasz Mrozek, Wojciech Znaniecki, Pawel Oskwarek

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. 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

7 authors.

Jaroslaw KrygierFaculty of Electronics, Institute of Communications Systems, Military University of Technology, gen. Sylwester Kaliski Str. No. 2, 00-908 Warsaw, Poland.ORCID 0000-0002-4405-2078
Piotr LubkowskiFaculty of Electronics, Institute of Communications Systems, Military University of Technology, gen. Sylwester Kaliski Str. No. 2, 00-908 Warsaw, Poland.ORCID 0000-0002-1748-5070
Krzysztof MaslankaFaculty of Electronics, Institute of Communications Systems, Military University of Technology, gen. Sylwester Kaliski Str. No. 2, 00-908 Warsaw, Poland.ORCID 0000-0002-9941-6561
Andrzej P DobrowolskiFaculty of Electronics, Institute of Communications Systems, Military University of Technology, gen. Sylwester Kaliski Str. No. 2, 00-908 Warsaw, Poland.ORCID 0000-0002-0593-158X
Tomasz MrozekFaculty of Electronics, Institute of Communications Systems, Military University of Technology, gen. Sylwester Kaliski Str. No. 2, 00-908 Warsaw, Poland.
Wojciech ZnanieckiTELDAT Sp. z o.o. sp.k, Cicha 19-27, 85-650 Bydgoszcz, Poland.ORCID 0000-0003-4167-1102
Pawel OskwarekMilitary Institute of Medicine-National Research Institute, Szaserow 128, 04-141 Warsaw, Poland.

Funding

National Centre for Research and Development Project No. DOB-SZAFIR/09/B/006/01/2021
6 · The paper itself

Abstract

Medical support in crisis situations is a major challenge. Efficient implementation of the medical evacuation process especially in operations with limited human resources that may occur during armed conflicts can limit the loss of these resources. Proper evacuation of wounded soldiers from the battlefield can increase the chances of their survival and rapid return to further military operations. This paper presents the technical details of the decision support system for medical evacuation to support this process. The basis for the functioning of this system is the continuous measurement of vital signs of soldiers via a specialized measurement module with a set of medical sensors. Vital signs values are then transmitted via the communication module to the analysis and inference module, which automatically determines the color of medical triage and the soldier's chance of survival. This paper presents the results of tests of our system to validate it, which were carried out using test vectors of soldiers' vital signs, as well as the results of the system's performance on a group of volunteers who performed typical activities of tactical operations. The results of this study showed the usefulness of the developed system for supporting military medical services in military operations.

Indexed as

Military PersonnelHumansMilitary MedicineMonitoring, PhysiologicTriageVital Signsbiomedical signalsdecision support systemmedical evacuationmedical triagevital signs

Identifiers

PMID39065978
PMCPMC11281139

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.