Stress Assessment and Mitigation using fNIRS and Binaural Beat Stimulation. - Fares Al-Shargie; Rateb Katmah; Usman Tariq; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (SMC, 2021)

A Review on Mental Stress Assessment Methods Using EEG Signals. - Rateb Katmah; Fares Al-Shargie; Usman Tariq; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (Sensors, 2021)

Mental Stress Assessment Using fNIRS and LSTM. - Rateb Katmah; Fares Al-Shargie; Usman Tariq; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (SMC, 2022)

Classification of Mental Stress Levels using EEG Connectivity and Convolutional Neural Networks. - Fares Al-Shargie; Yara Badr; Usman Tariq; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (EMBC, 2023)

Mental Stress Detection and Mitigation using Machine Learning and Binaural Beat Stimulation. - Yara Badr; Fares Al-Shargie; Usman Tariq; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (EMBC, 2023)

Mental Stress Assessment in the Workplace: A Review. - Ghinwa Masri; Fares Al-Shargie; Usman Tariq; Fadwa Al-Mughairbi; Fabio Babiloni; Hasan Al-Nashash (IEEE Trans. Affect. Comput., 2024)

A review on evaluating mental stress by deep learning using EEG signals. - Yara Badr; Usman Tariq; Fares Al-Shargie; Fabio Babiloni; Fadwa Al-Mughairbi; Hasan Al-Nashash (Neural Comput. Appl., 2024)

EEG-Based Multi-Level Mental State Classification Using Partial Directed Coherence and Graph Convolutional Networks: Impact of Binaural Beats on Stress Mitigation. - Yara Badr; Fares Al-Shargie; Malik Nasir Afzal Khan; Nour Faris Ali; Usman Tariq; Fadwa Al-Mughairbi; Fabio Babiloni; Hasan Al-Nashash (IEEE Access, 2025)