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.
Analysis of eye gaze: do novice surgeons look at the same location as expert surgeons during a laparoscopic operation?,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.RO 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.