Related Experiment Video
Updated: Oct 20, 2026

Technical Approach for Infrared Tracking for Soft Tissue Navigation with a Holographic Head-Mounted Display and Preclinical Validation
Published on: September 2, 2025
All-in-One Augmented Reality Guided Head and Neck Tumor Resection
Yue Yang1, Matthieu Chabanas1, Carrie Reale2
1Department of Computer Science, Vanderbilt University, Nashville, TN 37235, USA.
Abstract:
Positive margins are common in head and neck squamous cell carcinoma, yet intraoperative re-resection is often imprecise because margin locations are typically communicated verbally from pathology. We present an all-in-one augmented reality (AR) system that relocalizes positive margins from a resected specimen to the resection bed and visualizes them in situ using HoloLens 2 depth sensing and fully automated markerless surface registration. In a silicone phantom study with six medical trainees, markerless registration achieved target registration errors comparable to a marker-based baseline (median 1.8 mm vs. 1.7 mm; maximum < 4 mm). In a margin relocalization task, AR guidance reduced error from verbal guidance (median 14.2 mm) to a few millimeters (median 3.2 mm), with all AR localizations within 5mm error. These results support the feasibility of markerless AR margin guidance for more precise intraoperative re-resection.

