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Mixed reality simulator for ultrasound-guided thyroid nodule radiofrequency ablation: development and technical
Aidan Mather1,2, Joseph Zachary3, Naykky Singh Ospina4
1Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, USA.
Summary
A new mixed reality simulator accurately models radiofrequency ablation (RFA) for benign thyroid nodules. This tool enhances training by replicating real-world conditions and providing quantitative feedback for improved minimally invasive procedures.
Area of Science:
- Medical Simulation
- Minimally Invasive Surgery
- Medical Education Technology
Background:
- Ultrasound-guided radiofrequency ablation (RFA) is a minimally invasive treatment for benign thyroid nodules, offering an alternative to surgery.
- Current RFA training faces challenges due to a steep learning curve and limited formal training opportunities.
Purpose of the Study:
- To develop a mixed reality simulator for thyroid nodule RFA to address the existing training gap.
- To create a virtual training environment that mimics the complexities of RFA procedures.
Main Methods:
- A real-time, voxel-based heat-transfer model was implemented within a mixed reality simulator.
- The model incorporated temperature, thermal damage, and impedance calculations, calibrated and validated using phantom and ex vivo data.
- The simulator features configurable nodule parameters, realistic ultrasound artifacts, lesion visualization, and quantitative ablation metrics.
Main Results:
- Simulated temperature-time curves closely matched phantom sensor readings (RMSE of 1.4°C).
- Simulated lesion volumes showed high accuracy, within -7.3% to +0.9% of ex vivo references.
- Expert clinician feedback indicated favorable ratings for visual realism, feedback fidelity, and training utility.
Conclusions:
- The developed mixed reality simulator accurately reproduces thermal profiles and lesion characteristics of RFA.
- The simulator's architecture is adaptable for other organs and thermal ablation techniques.
- Further educational studies are recommended to assess the simulator's effectiveness in training clinicians.

