Wajid Mumtaz
Wajid Mumtaz
National University of Sciences and Technology, Islamabad
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Machine learning framework for the detection of mental stress at multiple levels
AR Subhani, W Mumtaz, MNBM Saad, N Kamel, AS Malik
IEEE Access 5, 13545-13556, 2017
1082017
Classification of EEG signals based on pattern recognition approach
HU Amin, W Mumtaz, AR Subhani, MNM Saad, AS Malik
Frontiers in computational neuroscience 11, 103, 2017
892017
Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)
W Mumtaz, L Xia, SSA Ali, MAM Yasin, M Hussain, AS Malik
Biomedical Signal Processing and Control 31, 108-115, 2017
752017
A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD)
W Mumtaz, SSA Ali, MAM Yasin, AS Malik
Medical & biological engineering & computing 56 (2), 233-246, 2018
642018
A wavelet-based technique to predict treatment outcome for major depressive disorder
W Mumtaz, L Xia, MA Mohd Yasin, SS Azhar Ali, AS Malik
PloS one 12 (2), e0171409, 2017
532017
Automatic diagnosis of alcohol use disorder using EEG features
W Mumtaz, PL Vuong, L Xia, AS Malik, RB Abd Rashid
Knowledge-Based Systems 105, 48-59, 2016
402016
Review on EEG and ERP predictive biomarkers for major depressive disorder
W Mumtaz, AS Malik, MAM Yasin, L Xia
Biomedical Signal Processing and Control 22, 85-98, 2015
392015
An EEG-based machine learning method to screen alcohol use disorder
W Mumtaz, PL Vuong, L Xia, AS Malik, RB Abd Rashid
Cognitive neurodynamics 11 (2), 161-171, 2017
372017
A deep learning framework for automatic diagnosis of unipolar depression
W Mumtaz, A Qayyum
International journal of medical informatics 132, 103983, 2019
312019
A review on EEG-based methods for screening and diagnosing alcohol use disorder
W Mumtaz, PL Vuong, AS Malik, RB Abd Rashid
Cognitive neurodynamics 12 (2), 141-156, 2018
312018
An EEG-based functional connectivity measure for automatic detection of alcohol use disorder
W Mumtaz, N Kamel, SSA Ali, AS Malik
Artificial intelligence in medicine 84, 79-89, 2018
272018
Analysis of EEG signals regularity in adults during video game play in 2D and 3D
HR Khairuddin, AS Malik, W Mumtaz, N Kamel, L Xia
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
182013
EEG in classroom: EMD features to detect situational interest of students during learning
A Babiker, I Faye, W Mumtaz, AS Malik, H Sato
Multimedia Tools and Applications 78 (12), 16261-16281, 2019
162019
Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues
HU Amin, AS Malik, W Mumtaz, N Badruddin, N Kamel
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
122015
EEG classification of physiological conditions in 2D/3D environments using neural network
W Mumtaz, L Xia, AS Malik, MAM Yasin
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
102013
A comparative study of different EEG reference choices for diagnosing unipolar depression
W Mumtaz, AS Malik
Brain topography 31 (5), 875-885, 2018
92018
Detrended fluctuation analysis for major depressive disorder
W Mumtaz, AS Malik, SSA Ali, MAM Yasin, H Amin
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
92015
Investigating neurofeedback protocols for stress mitigation: a comparative analysis of different stimulus contents
Y Hafeez, SSA Ali, W Mumtaz, M Moinuddin, SH Adil, UM Al-Saggaf, ...
IEEE Access 7, 141021-141035, 2019
82019
MRMR based feature selection for the classification of stress using EEG
AR Subhani, W Mumtaz, N Kamil, NM Saad, N Nandagopal, AS Malik
2017 Eleventh International Conference on Sensing Technology (ICST), 1-4, 2017
82017
P300 intensities and latencies for major depressive disorder detection
W Mumtaz, AS Malik, SSA Ali, MAM Yasin
2015 IEEE International Conference on Signal and Image Processing …, 2015
72015
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