Summary
Academic Background
PhD
(Electrical & Electronic Engineering) Universiti Teknologi Petronas
July 01, 2011 - April 26, 2017
Honours and Awards
Publications
EEG-ConvNet: Convolutional networks for EEG-based subject-dependent emotion recognition
May 01, 2024
Computers & Electrical Engineering - Volume: 116, Article Number: 109178
Editorial: EEG-based assistive robotics for rehabilitation
July 14, 2022
Frontiers in Neurorobotics - Volume 16, Article Number 952495
Review of challenges associated with the EEG artifact removal methods
July 01, 2021
Biomedical Signal Processing and Control - Volume 68, Article Number 102741
Automatic Segmentation using a Hybrid Dense Network Integrated with an 3D-Atrous Spatial Pyramid Pooling Module for Computed Tomography (CT) Imaging
September 25, 2020
IEEE Access - Volume 8, Pages 169794-169803
A deep learning framework for automatic diagnosis of unipolar depression
December 01, 2019
International Journal of Medical Informatics - Volume: 132, Article Number: UNSP 103983
Automatic eye blink artifact removal for EEG based on a sparse coding technique for assessing major mental disorders
September 30, 2019
Journal of Integrative Neuroscience - Volume 18(3), Pages 217-229
Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents
September 27, 2019
IEEE Access - Volume 7, Pages 141021-141035
EEG in classroom: EMD features to detect situational interest of students during learning
June 30, 2019
Multimedia Tools and Applications - Volume 78, Pages 16261–16281
EEG-based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis
May 16, 2019
EEG-based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis - Academic Press, 1st edition, 254 pages
A comparative study of different EEG reference choices for diagnosing unipolar depression
June 02, 2018
Brain Topography - Volume 31, Pages 875–885
A review on EEG-based methods for screening and diagnosing alcohol use disorder
April 01, 2018
Cognitive Neurodynamics - Volume 12, Pages 141–156
A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD)
February 01, 2018
Medical & Biological Engineering & Computing - Volume 56, Pages 233–246
An EEG-based functional connectivity measure for automatic detection of alcohol use disorder
January 01, 2018
Artificial Intelligence in Medicine - Volume 84, Pages 79-89
Classification of EEG Signals Based on Pattern Recognition Approach
November 21, 2017
Frontiers in Computational Neuroscience - Volume 11, Article Number 103
Machine learning framework for the detection of mental stress at multiple levels
July 05, 2017
IEEE Access - Volume 5, Pages 13545-13556
An EEG-based machine learning method to screen alcohol use disorder
February 07, 2017
Cognitive Neurodynamics - Volume 11, Pages 161–171
A wavelet-based technique to predict treatment outcome for Major Depressive Disorder
February 02, 2017
PLoS ONE - Volume 12(2), Article Number e0171409
Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)
January 01, 2017
Biomedical Signal Processing and Control - Volume 31, Pages 108-115
Automatic diagnosis of alcohol use disorder using EEG features
August 01, 2016
Knowledge-Based Systems - Volume 105, Pages 48-59
Review on EEG and ERP predictive biomarkers for major depressive disorder
September 02, 2015
Biomedical Signal Processing and Control - Volume 22, Pages 85-98
Adaptive Noise Cancellation: A Comparison of Adaptive Filtering Algorithms Aiming Fetal ECG Extraction
January 25, 2012
Book on Recent Advances in Computer Science and Information Engineering - Pages 637-643
Conferences
EEG Based Thought-to-Text Translation Via Deep Learning
May 10, 2023 - May 12, 2023
Sarfraz Ali, Wajid Mumtaz, Aiman Maqsood,
2023 7th International Multi-Topic ICT Conference (IMTIC)
Tri-model ensemble with Grid Search optimization for Bipolar Disorder Diagnosis
December 12, 2022 - December 13, 2022
Wajid Mumtaz, Syed Muhammad Zain,
2022 International Conference on Frontiers of Information Technology, FIT 2022
Development of a Deep Learning Model for Motor-Imagery Classification
July 29, 2022 - July 30, 2022
Aiman Maqsood, Wajid Mumtaz,
2022 IEEE International Conference on Data Science and Information System (ICDSIS)
Multiclass-Classification of Algae using Dc-GAN and Transfer Learning
March 12, 2022 - March 13, 2022
Wajid Mumtaz, Abdullah, Ziaullh Khan, Abdul Samad Mumtaz , Subrata Bhattacharjee, Hee-Cheol Kim ,
2022 2nd International Conference on Image Processing and Robotics (ICIPRob)
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
April 05, 2021 - April 07, 2021
Wajid Mumtaz, Suleman Rasheed,
2021 International Conference on Artificial Intelligence (ICAI)
Hybrid Deep Shallow Network for Assessment of Depression Using Electroencephalogram Signals
November 23, 2020 - November 27, 2020
Abdul Qayyum, Imran Razzak, Wajid Mumtaz,
International Conference on Neural Information Processing ICONIP 2020
A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection
September 17, 2019 - September 19, 2019
Wajid Mumtaz, Lukáš Va?eka, Roman Mou?ek,
28th International Conference on Artificial Neural Networks
A Study to Investigate Different EEG Reference Choices in Diagnosing Major Depressive Disorder
November 09, 2015 - November 12, 2015
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin,
International Conference on Neural Information Processing
P300 intensities and latencies for major depressive disorder detection
October 19, 2015 - October 21, 2015
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin,
IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Detrended fluctuation analysis for major depressive disorder
August 25, 2015 - August 29, 2015
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Hafeez Ullah Amin,
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
EEG classification of physiological conditions in 2D/3D environments using neural network
July 03, 2013 - July 07, 2013
Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin, Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin,
35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Analysis of EEG signals regularity in adults during video game play in 2D and 3D
July 03, 2013 - July 07, 2013
Hamizah Khairuddin, Aamir Saeed Malik, Wajid Mumtaz , Nidal Kamel, Likun Xia, Hamizah Khairuddin, Aamir Saeed Malik, Wajid Mumtaz , Nidal Kamel, Likun Xia,
35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Complexity analysis of EEG data during rest state and visual stimulus
November 12, 2012 - November 15, 2012
Wajid Mumtaz, Likun Xia, Aamir Saeed Mailk, Mohd Azhar Mohd Yasin, Wajid Mumtaz, Likun Xia, Aamir Saeed Mailk, Mohd Azhar Mohd Yasin,
International Conference on Neural Information Processing
Functional models of neural circuits for pathophysiology of major depressive disorder
June 12, 2012 - June 14, 2012
Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin,
4th International Conference on Intelligent and Advanced Systems
Post Doc Researcher
University of West Bohemia
September 26, 2018 - July 25, 2019
Post-doc researcher
Universiti Teknologi PETRONAS
October 23, 2017 - October 20, 2018
Research Scientist
Universiti Teknologi PETRONAS
July 22, 2015 - October 16, 2017
Lecturer
COMSATS University Islamabad
June 02, 2008 - May 30, 2011
AM
Air Weapons Complex, NESCOM
May 05, 2006 - May 04, 2008