Anxiety Prediction and Analysis-A Machine Learning Based Approach

SA Farooq, O Konda, A Kunwar… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Anxiety is considered a psychological disorder that causes stress, emotional trauma, and so
forth, which affects a person both mentally and physically. This condition causes a person to …

Wireless EEG based anxiety screening among young adults using machine learning model

N Sakib, T Faruk, MK Islam - Proceedings of the 2023 8th International …, 2023 - dl.acm.org
Anxiety is a mental disorder that leads to palpitation, chest pain, behavioral abnormalities,
etc. There are 301 million sufferers of anxiety disorders worldwide. Anxiety must be treated …

Detection of Astronaut's Stress Levels During 240-Day Confinement using EEG Signals and Machine Learning *

F Al-Shargie, S Al-Ameri, A Al-Hammadi… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Early detection of mental stress is particularly important in prolonged space missions. In this
study, we propose utilizing electroencephalography (EEG) with multiple machine learning …

Anxiety in Young People: Analysis from a Machine Learning Model

M Tabares Tabares, C Vélez Álvarez… - Available at SSRN … - papers.ssrn.com
The study addresses the detection of anxiety symptoms in young people using artificial
intelligence models. Questionnaires such as the Patient Health Questionnaire-9 (PHQ-9) …