Evidence map›Paper›PMID 40035026›Full record

ArticleIEEE journal of translational engineering in health and medicine2025

Design and Development of an Integrated Virtual Reality (VR)-Based Training System for Difficult Airway Management.

Saurabh Jain, Bijoy Dripta Barua Chowdhury, Jarrod M Mosier, Vignesh Subbian, Kate Hughes, Young-Jun Son

Abstract read
In one paragraph

Article in IEEE journal of translational engineering in health and medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

6 authors.

Saurabh JainDepartment of Industrial Engineering and Operations ResearchIndian Institute of Technology Bombay Mumbai 400076 India.ORCID 0000-0003-3263-7762
Bijoy Dripta Barua ChowdhuryDepartment of Systems and Industrial EngineeringThe University of Arizona Tucson AZ 85721 USA.ORCID 0000-0002-3225-1803
Jarrod M MosierDepartment of MedicineThe University of Arizona Tucson AZ 85721 USA.ORCID 0000-0002-5371-0845
Vignesh SubbianDepartment of Systems and Industrial EngineeringThe University of Arizona Tucson AZ 85721 USA.ORCID 0000-0001-9974-8382
Kate HughesDepartment of Emergency MedicineThe University of Arizona Tucson AZ 85721 USA.ORCID 0000-0002-0337-2390
Young-Jun SonEdwardson School of Industrial EngineeringPurdue University West Lafayette IN 47907 USA.ORCID 0000-0002-4004-2155

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For over 40 years, airway management simulation has been a cornerstone of medical training, aiming to reduce procedural risks for critically ill patients. However, existing simulation technologies often lack the versatility and realism needed to replicate the cognitive and physical challenges of complex airway management scenarios. We developed a novel Virtual Reality (VR)-based simulation system designed to enhance immersive airway management training and research. This system integrates physical and virtual environments with an external sensory framework to capture high-fidelity data on user performance. Advanced calibration techniques ensure precise positional tracking and realistic physics-based interactions, providing a cohesive mixed-reality experience. Validation studies conducted in a dedicated medical training center demonstrated the system's effectiveness in replicating real-world conditions. Positional calibration accuracy was achieved within 0.1 cm, with parameter calibrations showing no significant discrepancies. Validation using Pre- and post-simulation surveys indicated positive feedback on training aspects, perceived usefulness, and ease of use. These results suggest that the system offers a significant improvement in procedural and cognitive training for high-stakes medical environments.

Indexed as

Airway ManagementSimulation TrainingVirtual RealityAdultFemaleHumansMaleUser-Computer InterfaceEmergency procedureendotracheal intubationmedical simulationsensory systemvirtual reality

Identifiers

PMID40035026
PMCPMC11875637

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.