Related Experiment Video
Updated: Sep 12, 2025

Intravital Longitudinal Imaging of Vascular Dynamics in the Calvarial Bone Marrow
Published on: April 11, 2025
Robotic Skull Contouring for Facial Reconstruction-A Cadaveric Study
Karan Gandhi1, Corey Smith2, Sami Khoury1
1Department of Otolaryngology-Head and Neck Surgery, The University of Western Ontario.
Background:
Orbital trauma is a complex facial injury that can result in significant morbidity secondary to functional and cosmetic changes. Autologous calvarial bone grafting remains the gold standard in addressing orbital fractures, offering good biocompatibility and robust long-term outcomes. However, manual carving of the bone grafts is time-consuming and can increase the risk of inaccuracies that can affect cosmesis and function.
Objective:
The authors set out to evaluate the accuracy and efficiency of robotic bone graft carving in the repair of orbital defects.
Methods:
Orbital defects were simulated in 8 orbits. Calvarial bone was harvested and carved with the robot using virtual preoperative planning. Accuracy of the reconstruction was measured using a surface deviation map. Efficiency was measured by looking at carving time. A retrospective chart review provided operative time benchmarks for similar defects in cases of manual carving.
Results:
Robotic carving achieved submillimeter accuracy (RMS 0.25-0.38 mm error). After multiple rounds of parametric optimization, carving time was also reduced from over 40 minutes to under 12 minutes. The average operative time after manual carving was 55 minutes.
Conclusions:
Robotic-assisted bone carving offers a very precise and time-efficient alternative to manual bone carving in orbital reconstruction. With further validation in the operating room, this technique may enhance the accuracy of the reconstruction and significantly increase efficiency.
Related Concept Videos
Sutures of the Skull
Sutures are immobile joints between adjacent bones of the skull. The narrow gap between the bones is filled with dense, fibrous connective tissue that unites the bones. The long sutures located between the skull bones are not straight but instead follow irregular, tightly twisting paths. These twisting lines tightly...
Overview of the Skull
The cranial vault surrounds and protects the brain and houses the middle and inner ear structures. This cavity is bounded superiorly by the rounded top of the skull, which...
Cranial Bones: Lateral View
The temporal bone forms the lower lateral side of the skull. The temporal bone is subdivided into several regions. The flattened upper portion is the squamous portion of the temporal bone. Below this area and projecting anteriorly is the zygomatic process of the temporal bone, which forms the posterior portion of the zygomatic arch. Posteriorly is the mastoid portion of the temporal bone. Projecting...

