Low-Cost Adaptive Augmented Reality Workstation for Closed-Loop Human–AI Assistance in Laparoscopic Skill Training
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The low-cost AR workstation was associated with improved task efficiency and fewer errors during simulated laparoscopic manipulation. Adaptive AR demonstrated more favorable reconfiguration and recovery outcomes than Static-AR, suggesting potential benefits of behavior-responsive guidance for immediate assisted task performance.
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Zenodo创建时间:
2026-10-31



