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Clinical Trial Summary

This study aims to examine the effects of cognitive fatigue on heart rate variability and skin conductance and develop a machine learning model.


Clinical Trial Description

We hypothesize that increased cognitive fatigue would vary as a function of heart rate variability and skin conductance. A machine learning model will be developed that predicts cognitive fatigue through these physiological responses (Lee et al., 2021). Individual differences (i.e., age, gender, caffeine and food intake, body mass index, skin temperature, sleep quality, baseline physiology and behavioural performance) will be examined and accounted for. ;


Study Design


Related Conditions & MeSH terms


NCT number NCT05011318
Study type Interventional
Source Nanyang Technological University
Contact Kar Fye Alvin Lee, PhD
Phone +6591557981
Email alvin.lee@ntu.edu.sg
Status Recruiting
Phase N/A
Start date August 25, 2021
Completion date June 15, 2023

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