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A multimodal analysis of correlations between the NASA task load index,facial expressions,and eye tracking with procedure time among novice endoscopists

Wenjing He Jingxiang Ong Princess Maglanque Lawrence Gillman Bin Zheng Bertram Unger Krista Hardy Ashley Vergis

腔镜、内镜与机器人外科（英文）2026，Vol.9Issue(2)：75-82,8.

腔镜、内镜与机器人外科（英文）2026，Vol.9Issue(2)：75-82,8.DOI:10.1016/j.lers.2026.04.003

A multimodal analysis of correlations between the NASA task load index,facial expressions,and eye tracking with procedure time among novice endoscopists

Wenjing He ¹Jingxiang Ong ¹Princess Maglanque ¹Lawrence Gillman ¹Bin Zheng ²Bertram Unger ³Krista Hardy ¹Ashley Vergis¹

作者信息

1. Department of Surgery,Max Rady College of Medicine,University of Manitoba,Winnipeg,MB R2H 2A6,Canada
2. Department of Surgery,Faculty of Medicine and Dentistry,University of Alberta,Edmonton,AB T6G 2S2,Canada
3. Department of Internal Medicine,Max Rady College of Medicine,University of Manitoba,Winnipeg,MB R3A 1R9,Canada||Laboratory for Surgical Modeling,Simulation and Robotics,Health Sciences Centre,University of Manitoba,Winnipeg,MB R2H 2A6,Canada
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摘要

关键词

Flexible endoscopy/Pupil dilation/Facial expressions/Cognitive workload/Skill acquisition

Key words

Flexible endoscopy/Pupil dilation/Facial expressions/Cognitive workload/Skill acquisition

引用本文复制引用

Wenjing He,Jingxiang Ong,Princess Maglanque,Lawrence Gillman,Bin Zheng,Bertram Unger,Krista Hardy,Ashley Vergis..A multimodal analysis of correlations between the NASA task load index,facial expressions,and eye tracking with procedure time among novice endoscopists[J].腔镜、内镜与机器人外科（英文）,2026,9(2):75-82,8.

基金项目

This work was supported by the 2023 Department of Surgery GFT Research Grant(No.324535)provided by the University of Manitoba （No.324535）

and the University of Manitoba's Small Research Equipment Funding Program(No.55698). （No.55698）

腔镜、内镜与机器人外科（英文）

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