Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection

Journal of Integrative Neuroscience

Hossam Almahasneh¹  Omar AlShorman²  Mahmoud Masadeh³  Md Belal Bin Heyat⁴  Athanasios Alexiou⁵  Ghulam Md Ashraf⁶  Faijan Akhtar⁷ 

[1] AI and ML specialist, Dubai Taxi Corporation, 2647 Dubai, UAE;College of Engineering, Najran University, 55461 Najran, Saudi Arabia;Computer Engineering Department, Yarmouk University, 21163 Irbid, Jordan;IoT Research Center, College of Computer Science and Software Engineering, Shenzhen University, 518060 Shenzhen, Guangdong, China;Novel Global Community Educational Foundation, NSW 2770 Hebersham, Australia;Pre-Clinical Research Unit, King Fahd Medical Research Center, King Abdulaziz University, 21589 Jeddah, Saudi Arabia;School of Computer Science and Engineering, University of Electronic Science and Technology of China, 611731 Chengdu, Sichuan, China;

关键词: automatic detection;    brain;    electroencephalogram;    fast fourier transform;    frontal lobe;    machine learning;    stress;    university students;   

DOI  :  10.31083/j.jin2101020

来源: DOAJ

【 授权许可】

Unknown