Virtual Surgical Training Methods for Spinal Surgery

In this paper, we develop a virtual intervertebral surgical training system by simulating key steps extracted from real surgical workflows. The main contributions include extracting key operative steps from real surgery videos to design a complete training process, reconstructing 3D human tissue models from medical imaging data using voxel segmentation and the Marching Cubes algorithm, developing a real-time interactive soft tissue deformation model with the XPBD algorithm ,incorporating AABB and spatial hashing for collision detection and GPU acceleration, and designing system modules to simulate procedures such as bone grinding, ligament exposure, and disc clamping.

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Publication Details

Journal
BIO Web of Conferences
Published
2025-01-01
DOI
https://doi.org/10.1051/bioconf/202517403025
Primary Topic
Surgical Simulation and Training
Type
article
Field-Weighted Citation Impact
0.00
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article

Virtual Surgical Training Methods for Spinal Surgery

Guoquan Huang
BIO Web of Conferences
Surgical Simulation and Training
article

Virtual Surgical Training Methods for Spinal Surgery

Guoquan Huang
article en

Abstract

In this paper, we develop a virtual intervertebral surgical training system by simulating key steps extracted from real surgical workflows. The main contributions include extracting key operative steps from real surgery videos to design a complete training process, reconstructing 3D human tissue models from medical imaging data using voxel segmentation and the Marching Cubes algorithm, developing a real-time interactive soft tissue deformation model with the XPBD algorithm ,incorporating AABB and spatial hashing for collision detection and GPU acceleration, and designing system modules to simulate procedures such as bone grinding, ligament exposure, and disc clamping.

BIO Web of ConferencesVol. 174
Southern University of Science and Technology (CN)
Openalex Percentile: Top 82%
Surgical Simulation and Training
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