Stress and workload assessment in aviation—a narrative review

G Masi, G Amprimo, C Ferraris, L Priano - Sensors, 2023 - mdpi.com
In aviation, any detail can have massive consequences. Among the potential sources of
failure, human error is still the most troublesome to handle. Therefore, research concerning …

Avionics human-machine interfaces and interactions for manned and unmanned aircraft

Y Lim, A Gardi, R Sabatini, S Ramasamy… - Progress in Aerospace …, 2018 - Elsevier
Technological advances in avionics systems and components have facilitated the
introduction of progressively more integrated and automated Human-Machine Interfaces …

In silico vs. Over the Clouds: On-the-Fly Mental State Estimation of Aircraft Pilots, Using a Functional Near Infrared Spectroscopy Based Passive-BCI

T Gateau, H Ayaz, F Dehais - Frontiers in human neuroscience, 2018 - frontiersin.org
There is growing interest for implementing tools to monitor cognitive performance in
naturalistic work and everyday life settings. The emerging field of research, known as …

Continuous EEG decoding of pilots' mental states using multiple feature block-based convolutional neural network

DH Lee, JH Jeong, K Kim, BW Yu, SW Lee - IEEE access, 2020 - ieeexplore.ieee.org
Non-invasive brain-computer interface (BCI) has been developed for recognizing and
classifying human mental states with high performances. Specifically, classifying pilots' …

Classification of pilots' mental states using a multimodal deep learning network

SY Han, NS Kwak, T Oh, SW Lee - Biocybernetics and Biomedical …, 2020 - Elsevier
An automation system for detecting the pilot's diversified mental states is an extremely
important and essential technology, as it could prevent catastrophic accidents caused by the …

Genome-wide scan for runs of homozygosity identifies candidate genes in three pig breeds

R Xie, L Shi, J Liu, T Deng, L Wang, Y Liu, F Zhao - Animals, 2019 - mdpi.com
Simple Summary Runs of homozygosity (ROH) are the DNA segments that harbor
uninterrupted stretches of homozygous genotype segments in the genome that are present …

Application of artificial intelligence in cognitive load analysis using functional near-infrared spectroscopy: A systematic review

MA Khan, H Asadi, L Zhang, MRC Qazani… - Expert Systems with …, 2024 - Elsevier
Cognitive load theory suggests that overloading of working memory may negatively affect
the performance of human in cognitively demanding tasks. Evaluation of cognitive load is a …

Autonomous system for EEG-based multiple abnormal mental states classification using hybrid deep neural networks under flight environment

DH Lee, JH Jeong, BW Yu, TE Kam… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Detection of the pilots' mental states is particularly critical because their abnormal mental
states (AbSs) could cause catastrophic accidents. In this study, we presented the feasibility …

Sensor networks for aerospace human-machine systems

N Pongsakornsathien, Y Lim, A Gardi, S Hilton… - Sensors, 2019 - mdpi.com
Intelligent automation and trusted autonomy are being introduced in aerospace cyber-
physical systems to support diverse tasks including data processing, decision-making …

Towards a multimodal model of cognitive workload through synchronous optical brain imaging and eye tracking measures

E İşbilir, MP Çakır, C Acartürk… - Frontiers in human …, 2019 - frontiersin.org
Recent advances in neuroimaging technologies have rendered multimodal analysis of
operators' cognitive processes in complex task settings and environments increasingly more …