Cognitive effort detection for tele-robotic surgery via personalized pupil response modeling

ConclusionWe present a personalized brightness-aware model for cognitive effort detection able to operate under unconstrained brightness conditions, comparing favorably to competing approaches, contributing to the advancement of cognitive effort detection in tele-robotic surgery. Future work will consider alternative learning strategies, handling the difficult positive-unlabeled scenario in user studies, where only some positive and no negative events are reliably known.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research