Related Experiment Video
Updated: Jan 12, 2026

07:22
Surgical Robot-Assisted Transanal Specimen Extraction Radical Sigmoidectomy Without an Auxiliary Abdominal Incision
Published on: June 13, 2025
633
Influence of Surgical Expertise on Visual Gaze Patterns While Viewing a Robotic Adrenalectomy
Taylor Quinn1, Joseph C L'Huillier2, John M Woodward2
1Department of Industrial & Systems Engineering, University at Buffalo, Buffalo, New York.
Journal of Surgical Education
|November 1, 2025
Summary
Senior surgeons exhibit broader visual attention during robotic adrenalectomy compared to early-career surgeons, indicating superior contextual understanding. Eye-tracking reveals differences in gaze patterns, informing surgical education strategies for novice learners.
Area of Science:
- Robotic surgery
- Surgical education
- Visual perception
Background:
- Understanding visual perception differences between surgeons of varying expertise is crucial for improving surgical training.
- Robotic adrenalectomy presents complex visual challenges that may be perceived differently by surgeons based on experience.
Purpose of the Study:
- To quantify and understand disparities in visual perception during robotic adrenalectomy between early-career and senior surgeons.
- To analyze how surgical expertise influences gaze patterns and attention to specific procedural events.
Main Methods:
- A cross-sectional observational study involving 15 surgeons (10 early-career, 5 senior) viewing a robotic adrenalectomy video.
- Eye-tracking data collected using Tobii Pro Fusion to analyze fixation duration and count on defined areas of interest (AOIs).
- Surgeons categorized by experience level; data analyzed across procedural steps.
Main Results:
- Gaze patterns significantly differed across procedural steps and between expertise groups (p < 0.001).
- Early-career surgeons showed longer fixation durations on instruments during critical steps like vein dissection (p=0.031) and ultrasonic dissection (p=0.049).
- Senior surgeons displayed more distributed gaze patterns, suggesting a wider contextual visual understanding.
Conclusions:
- Senior surgeons possess a more comprehensive visual understanding of robotic adrenalectomy, enabling attention to both instruments and surrounding structures.
- Eye-tracking technology can identify specific visual learning needs in novice surgeons.
- Integrating eye-tracking into surgical education can enhance procedural perception and training for future surgeons.

