Article

Al-Ezzi, A. and Kamel, N. and Al-Shargabi, A.A. and Al-Shargie, F. and Al-Shargabi, A. and Yahya, N. and Al-Hiyali, M.I. (2023) Corrigendum: Machine learning for the detection of social anxiety disorder using effective connectivity and graph theory measures (Frontiers in Psychiatry, (2023), 14, (1155812), 10.3389/fpsyt.2023.1155812). Frontiers in Psychiatry, 14.

Al-Ezzi, A. and Kamel, N. and Al-Shargabi, A.A. and Al-Shargie, F. and Al-Shargabi, A. and Yahya, N. and Al-Hiyali, M.I. (2023) Machine learning for the detection of social anxiety disorder using effective connectivity and graph theory measures. Frontiers in Psychiatry, 14.

Al-Ezzi, A. and Al-Shargabi, A.A. and Al-Shargie, F. and Zahary, A.T. (2022) Complexity Analysis of EEG in Patients With Social Anxiety Disorder Using Fuzzy Entropy and Machine Learning Techniques. IEEE Access, 10. pp. 39926-39938. ISSN 21693536

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Al-Quraishi, M.S. and Al-Ezzi, A. (2022) Principal Subspace of Dynamic Functional Connectivity for Diagnosis of Autism Spectrum Disorder. Applied Sciences (Switzerland), 12 (18). ISSN 20763417

Al-Ezzi, A. and Kamel, N. and Faye, I. and Gunaseli, E. (2021) Analysis of default mode network in social anxiety disorder: Eeg resting-state effective connectivity study. Sensors, 21 (12). ISSN 14248220

Al-Ezzi, A. and Yahya, N. and Kamel, N. and Faye, I. and Alsaih, K. and Gunaseli, E. (2021) Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity. IEEE Access, 9. pp. 86899-86913. ISSN 21693536

Al-Ezzi, A. and Kamel, N. and Faye, I. and Gunaseli, E. (2020) Review of EEG, ERP, and Brain Connectivity Estimators as Predictive Biomarkers of Social Anxiety Disorder. Frontiers in Psychology, 11. ISSN 16641078

Conference or Workshop Item

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Al-Ezzi, A. (2021) Classification of ASD Subtypes Based on Coherence Features of BOLD Resting-state fMRI Signals. In: UNSPECIFIED.

Al-Ezzi, A. and Kamel, N. and Al-Shargabi, A. and Yahya, N. and Faye, I. and Al-Hiyali, M.I. (2021) SVD-Based Feature Extraction Technique for the Improvement of Effective Connectivity Detection. In: UNSPECIFIED.

Al-Ezzi, A. and Yahya, N. and Kamel, N. and Faye, I. and Alsaih, K. and Gunaseli, E. (2021) Social Anxiety Disorder Evaluation using Effective Connectivity Measures: EEG Phase Slope Index Study. In: UNSPECIFIED.

Al-Ezzi, A. and Kamel, N. and Faye, I. and Ebenezer, E.G.M. (2020) EEG Frontal Theta-Beta Ratio and Frontal Midline Theta for the Assessment of Social Anxiety Disorder. In: UNSPECIFIED.

Al-Ezzi, A. and Selman, N.K. and Faye, I. and Gunaseli, E. (2020) Electrocortical brain oscillations and social anxiety disorder: A pilot study of frontal alpha asymmetry and delta-beta correlation. In: UNSPECIFIED.