When medical trainees encountering a performance difficulty: evidence from pupillary responses.
Xin LiuYerly Paola Sanchez PerdomoBin ZhengXiaoqin DuanZhongshi ZhangDezheng ZhangPublished in: BMC medical education (2022)
Results from this project suggest that pupil responses can be a good behavioral indicator. This study is a part of our research aiming to create an artificial intelligent system for medical trainees with automatic detection of their performance difficulty and delivering instructional messages using augmented reality technology.