Introduces a multi-task surgical gaze dataset comparing active execution versus passive viewing and novice versus intermediate expertise, showing passive novice labels approximate intermediate active attention with limited degradation for saliency modeling.
See like an expert: Gaze-augmented training enhances skill acquisition in a virtual reality robotic suturing task,
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Data-centric Design of Learning-based Surgical Gaze Perception Models in Multi-Task Simulation
Introduces a multi-task surgical gaze dataset comparing active execution versus passive viewing and novice versus intermediate expertise, showing passive novice labels approximate intermediate active attention with limited degradation for saliency modeling.