Article

Qayyum, A. and Ahmad, I. and Mumtaz, W. and Alassafi, M.O. and Alghamdi, R. and Mazher, M. (2020) Automatic segmentation using a hybrid dense network integrated with an 3D-atrous spatial pyramid pooling module for computed tomography (CT) imaging. IEEE Access, 8. pp. 169794-169803. ISSN 21693536

Zafar, R. and Qayyum, A. and Mumtaz, W. (2019) Automatic eye blink artifact removal for EEG based on a sparse coding technique for assessing major mental disorders. Journal of Integrative Neuroscience, 18 (3). pp. 217-229. ISSN 02196352

Babiker, A. and Faye, I. and Mumtaz, W. and Malik, A.S. and Sato, H. (2019) EEG in classroom: EMD features to detect situational interest of students during learning. Multimedia Tools and Applications, 78 (12). pp. 16261-16281. ISSN 13807501

Hafeez, Y. and Ali, S.S.A. and Mumtaz, W. and Moinuddin, M. and Adil, S.H. and Al-Saggaf, U.M. and Yasin, M.A.B.M. and Malik, A.S. (2019) Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents. IEEE Access, 7. pp. 141021-141035. ISSN 21693536

Mumtaz, W. and Va�eka, L. and Mou�ek, R. (2019) Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11731 . pp. 205-218. ISSN 03029743

Mumtaz, W. and Malik, A.S. (2018) A Comparative Study of Different EEG Reference Choices for Diagnosing Unipolar Depression. Brain Topography, 31 (5). pp. 875-885. ISSN 08960267

Mumtaz, W. and Saad, M.N.B.M. and Kamel, N. and Ali, S.S.A. and Malik, A.S. (2018) An EEG-based functional connectivity measure for automatic detection of alcohol use disorder. Artificial Intelligence in Medicine, 84. pp. 79-89. ISSN 09333657

Mumtaz, W. and Ali, S.S.A. and Yasin, M.A.M. and Malik, A.S. (2018) A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD). Medical and Biological Engineering and Computing, 56 (2). pp. 233-246. ISSN 01400118

Mumtaz, W. and Vuong, P.L. and Malik, A.S. and Rashid, R.B.A. (2018) A review on EEG-based methods for screening and diagnosing alcohol use disorder. Cognitive Neurodynamics, 12 (2). pp. 141-156. ISSN 18714080

Amin, H.U. and Mumtaz, W. and Subhani, A.R. and Saad, M.N.M. and Malik, A.S. (2017) Classification of EEG signals based on pattern recognition approach. Frontiers in Computational Neuroscience, 11. ISSN 16625188

Mumtaz, W. and Vuong, P.L. and Xia, L. and Malik, A.S. and Rashid, R.B.A. (2017) An EEG-based machine learning method to screen alcohol use disorder. Cognitive Neurodynamics, 11 (2). pp. 161-171. ISSN 18714080

Mumtaz, W. and Xia, L. and Ali, S.S.A. and Yasin, M.A.M. and Hussain, M. and Malik, A.S. (2017) Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD). Biomedical Signal Processing and Control, 31. pp. 108-115. ISSN 17468094

Subhani, A.R. and Mumtaz, W. and Saad, M.N.B.M. and Kamel, N. and Malik, A.S. (2017) Machine learning framework for the detection of mental stress at multiple levels. IEEE Access, 5. pp. 13545-13556. ISSN 21693536

Mumtaz, W. and Xia, L. and Yasin, M.A.M. and Ali, S.S.A. and Malik, A.S. (2017) A wavelet-based technique to predict treatment outcome for Major Depressive Disorder. PLoS ONE, 12 (2). ISSN 19326203

Mumtaz, W. and Vuong, P.L. and Xia, L. and Malik, A.S. and Rashid, R.B.A. (2016) Automatic diagnosis of alcohol use disorder using EEG features. Knowledge-Based Systems, 105. pp. 48-59. ISSN 09507051

Mumtaz, W. and Malik, A.S. and Yasin, M.A.M. and Xia, L. (2015) Review on EEG and ERP predictive biomarkers for major depressive disorder. Biomedical Signal Processing and Control, 22. pp. 85-98. ISSN 17468094

Mumtaz, W. and Malik, A.S. and Ali, S.S.A. and Yasin, M.A.M. (2015) A study to investigate different EEG reference choices in diagnosing major depressive disorder. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9492. pp. 77-86. ISSN 03029743

Mumtaz, W. and Xia, L. and Malik, A.S. and Yasin, M.A.M. (2012) Complexity analysis of EEG data during rest state and visual stimulus. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7663 L (PART 1). pp. 84-91. ISSN 03029743

Conference or Workshop Item

Subhani, A.R. and Mumtaz, W. and Kamil, N. and Saad, N.M. and Nandagopal, N. and Malik, A.S. (2017) MRMR based feature selection for the classification of stress using EEG. In: UNSPECIFIED.

Bashiri, M. and Mumtaz, W. and Malik, A.S. and Waqar, K. (2016) EEG-based brain connectivity analysis of working memory and attention. In: UNSPECIFIED.

Mumtaz, W. and Malik, A.S. and Ali, S.S.A. and Yasin, M.A.M. (2016) P300 intensities and latencies for major depressive disorder detection. In: UNSPECIFIED.

Mumtaz, W. and Malik, A.S. and Ali, S.S.A. and Yasin, M.A.M. and Amin, H. (2015) Detrended fluctuation analysis for major depressive disorder. In: UNSPECIFIED.

Amin, H.U. and Malik, A.S. and Mumtaz, W. and Badruddin, N. and Kamel, N. (2015) Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues. In: UNSPECIFIED.

Khairuddin, H.R. and Malik, A.S. and Mumtaz, W. and Kamel, N. and Xia, L. (2013) Analysis of EEG signals regularity in adults during video game play in 2D and 3D. In: UNSPECIFIED.

Mumtaz, W. and Xia, L. and Malik, A.S. and Mohd Yasin, M.A. (2013) EEG classification of physiological conditions in 2D/3D environments using neural network. In: UNSPECIFIED.

Mumtaz, W. and Xia, L. and Malik, A.S. and Yasin, M.A.M. (2012) Functional models of neural circuits for pathophysiology of major depressive disorder. In: UNSPECIFIED.