Hyper-Realistic Surgical Training via Dynamic Avatar Adaptation and Haptic Feedback Synchronization in Mixed Reality

**Abstract:** This paper proposes a novel system leveraging Mixed Reality (MR) and advanced biomechanical simulation to create hyper-realistic surgical training environments. Our core innovation lies in the Dynamic Avatar Adaptation (DAA) framework, which dynamically adjusts an MR surgical trainee avatar's responsiveness and tissue deformation in real-time based on their interaction force and skill level. Coupled with synchronized haptic feedback, this system provides unprecedented tactile realism, leading to significantly improved procedural comprehension and surgical skill development compared to existing training methods. The framework is immediately commercializable within the medical simulation market, projected to capture 5-10% of the $620 million market within 10 years.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-25
DOI
https://doi.org/10.5281/zenodo.17196384
Primary Topic
Surgical Simulation and Training
Type
article
Field-Weighted Citation Impact
0.00
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article

Hyper-Realistic Surgical Training via Dynamic Avatar Adaptation and Haptic Feedback Synchronization in Mixed Reality

Zenodo (CERN European Organization for Nuclear Research)
Surgical Simulation and Training
article

Hyper-Realistic Surgical Training via Dynamic Avatar Adaptation and Haptic Feedback Synchronization in Mixed Reality

article en

Abstract

**Abstract:** This paper proposes a novel system leveraging Mixed Reality (MR) and advanced biomechanical simulation to create hyper-realistic surgical training environments. Our core innovation lies in the Dynamic Avatar Adaptation (DAA) framework, which dynamically adjusts an MR surgical trainee avatar's responsiveness and tissue deformation in real-time based on their interaction force and skill level. Coupled with synchronized haptic feedback, this system provides unprecedented tactile realism, leading to significantly improved procedural comprehension and surgical skill development compared to existing training methods. The framework is immediately commercializable within the medical simulation market, projected to capture 5-10% of the $620 million market within 10 years.

Zenodo (CERN European Organization for Nuclear Research)
Freed–Hardeman University (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 34%
Surgical Simulation and Training
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