# Immersive Virtual Reality and AI (Generative Pretrained Transformer) to Enhance Student Preparedness for Objective Structured Clinical Examinations: Mixed Methods Study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/immersive-virtual-reality-and-ai-generative-pretrained-transformer-to-enhance/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Shaniff Esmail,Brendan Concannon |
| Citations | 4 |
| DOI | 10.2196/69428 |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://jmir.org/api/download?alt_name=games_v13i1e69428_app4.pdf&filename=7126add07528b84d2e472d7531f764cc.pdf |
| OpenAlex ID | https://openalex.org/W4410019369 |
| PMID | 40306631 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Shaniff Esmail](https://scholariq.org/researchers/shaniff-esmail/)
- [Brendan Concannon](https://scholariq.org/researchers/brendan-concannon/)

## Paper journal

- [JMIR Serious Games](https://scholariq.org/journals/jmir-serious-games/)

## Paper primary topic

- [Simulation-Based Education in Healthcare](https://scholariq.org/topics/simulation-based-education-in-healthcare/)

## Paper topics

- [Simulation-Based Education in Healthcare](https://scholariq.org/topics/simulation-based-education-in-healthcare/)
- [Virtual Reality Applications and Impacts](https://scholariq.org/topics/virtual-reality-applications-and-impacts/)
- [Surgical Simulation and Training](https://scholariq.org/topics/surgical-simulation-and-training/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.