Article

AL-Quraishi, M.S. and Tan, W.H. and Elamvazuthi, I. and Ooi, C.P. and Saad, N.M. and Al-Hiyali, M.I. and Karim, H.A. and Azhar Ali, S.S. (2024) Cortical signals analysis to recognize intralimb mobility using modified RNN and various EEG quantities. Heliyon, 10 (9).

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.

Sadiq, A. and Al-Hiyali, M.I. and Yahya, N. and Tang, T.B. and Khan, D.M. (2022) Non-Oscillatory Connectivity Approach for Classification of Autism Spectrum Disorder Subtypes Using Resting-State fMRI. IEEE Access, 10. pp. 14049-14061. 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-Hiyali, M.I. and Yahya, N. and Faye, I. and Khan, Z. (2021) Autism Spectrum Disorder Detection Based on Wavelet Transform of BOLD fMRI Signals Using Pre-trained Convolution Neural Network. International Journal of Integrated Engineering, 13 (5). pp. 49-56. ISSN 2229838X

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Hussein, A.F. (2021) Identification of autism subtypes based on wavelet coherence of BOLD FMRI signals using convolutional neural network. Sensors, 21 (16). ISSN 14248220

Khan, Z. and Yahya, N. and Alsaih, K. and Al-Hiyali, M.I. and Meriaudeau, F. (2021) Recent Automatic Segmentation Algorithms of MRI Prostate Regions: A Review. IEEE Access, 9. pp. 97878-97905. ISSN 21693536

Conference or Workshop Item

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Sadiq, A. and Saad, M.N.M. (2022) Detection of Alzheimer's Disease Using Dynamic Functional Connectivity Patterns in Resting-State fMRI. In: UNSPECIFIED.

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-Hiyali, M.I. and Yahya, N. and Faye, I. and Khan, Z. and Laboratoire, K.A. (2021) Classification of BOLD FMRI Signals using Wavelet Transform and Transfer Learning for Detection of Autism Spectrum Disorder. 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.