Yara Badr

According to our database, Yara Badr authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

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., July, 2024

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023