AIMC Topic: Mental Fatigue

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Mental fatigue recognition study based on 1D convolutional neural network and short-term ECG signals.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Mental fatigue has become a non-negligible health problem in modern life, as well as one of the important causes of social transportation, production and life accidents.
Humans Neural Networks, Computer Machine Learning Female Adult Male Electrocardiography Mental Fatigue
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Assessment of mental workload based on multi-physiological signals.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2020
BACKGROUND: Mental workload is one of the contributing factors to human errors in road accidents or other potentially adverse incidents.
Humans Young Adult Adult Male Electrocardiography Support Vector Machine Electroencephalography Reaction Time Workload Attention Image Interpretation, Computer-Assisted Task Performance and Analysis Mental Fatigue
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Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
This paper presents an electroencephalography (EEG) based-classification of between pre- and post-mental load tasks for mental fatigue detection from 65 healthy participants. During the data collection, eye closed and eye open tasks were collected be...
Humans Neural Networks, Computer Algorithms Aged Young Adult Adult Middle Aged Adolescent Principal Component Analysis Bayes Theorem Electroencephalography Signal Processing, Computer-Assisted Mental Fatigue
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