Wajid Mumtaz

29 papers A 1Misc 1Journal 16Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
CNN-LSTM based deep learning approach for remote photoplethysmography and cardiac activity monitoring leveraging minimal data.
Biomed. Signal Process. Control.
Saran Zeb, Xiaocong Lian, Wajid Mumtaz, Kegang Wang
2025 J jnl
EEG-CNN-Souping: Interpretable emotion recognition from EEG signals using EEG-CNN-souping model and explainable AI.
Comput. Electr. Eng.
Eamin Chaudary, Sheeraz Ahmad Khan, Wajid Mumtaz
2024 J jnl
EEG-ConvNet: Convolutional networks for EEG-based subject-dependent emotion recognition.
Comput. Electr. Eng.
Sheeraz Ahmad Khan, Eamin Chaudary, Wajid Mumtaz
2022 J jnl
Editorial: EEG-based assistive robotics for rehabilitation.
Frontiers Neurorobotics
Wajid Mumtaz, Hafeez Ullah Amin, Abdul Qayyum, Ahmad Rauf Subhani
2022 Misc conf
Tri-model ensemble with Grid Search optimization for Bipolar Disorder Diagnosis.
FIT
Syed Muhammad Zain, Wajid Mumtaz
2021 — conf
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data.
ICAI
Suleman Rasheed, Wajid Mumtaz
2021 J jnl
Review of challenges associated with the EEG artifact removal methods.
Biomed. Signal Process. Control.
Wajid Mumtaz, Suleman Rasheed, Alina Irfan
2020 J jnl
Automatic Segmentation Using a Hybrid Dense Network Integrated With an 3D-Atrous Spatial Pyramid Pooling Module for Computed Tomography (CT) Imaging.
IEEE Access
Abdul Qayyum, Iftikhar Ahmad, Wajid Mumtaz, Madini O. Alassafi, Rayed AlGhamdi, Moona Mazher
2020 — conf
Hybrid Deep Shallow Network for Assessment of Depression Using Electroencephalogram Signals.
ICONIP (3)
Abdul Qayyum, Imran Razzak, Wajid Mumtaz
2019 — conf
A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection.
ICANN (1)
Wajid Mumtaz, Lukás Vareka, Roman Moucek
2019 J jnl
A deep learning framework for automatic diagnosis of unipolar depression.
Int. J. Medical Informatics
Wajid Mumtaz, Abdul Qayyum
2019 J jnl
EEG in classroom: EMD features to detect situational interest of students during learning.
Multim. Tools Appl.
Areej Babiker, Ibrahima Faye, Wajid Mumtaz, Aamir Saeed Malik, Hiroki Sato
2019 J jnl
Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents.
IEEE Access
Yasir Hafeez, Syed Saad Azhar Ali, Wajid Mumtaz, Muhammad Moinuddin, Syed Hasan Adil, Ubaid Muhsen Al-Saggaf, Mohd Azhar Mohd Yasin, Aamir Saeed Malik
2019 — conf
Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder.
ICANN (Workshop)
Wajid Mumtaz, Lukás Vareka, Roman Moucek
2018 J jnl
A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD).
Medical Biol. Eng. Comput.
Wajid Mumtaz, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Aamir Saeed Malik
2018 J jnl
An EEG-based functional connectivity measure for automatic detection of alcohol use disorder.
Artif. Intell. Medicine
Wajid Mumtaz, Mohamad Naufal bin Mohamad Saad, Nidal S. Kamel, Syed Saad Azhar Ali, Aamir Saeed Malik
2017 J jnl
Classification of EEG Signals Based on Pattern Recognition Approach.
Frontiers Comput. Neurosci.
Hafeez Ullah Amin, Wajid Mumtaz, Ahmad Rauf Subhani, Mohamad Naufal Mohamad Saad, Aamir Saeed Malik
2017 J jnl
Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD).
Biomed. Signal Process. Control.
Wajid Mumtaz, Likun Xia, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Muhammad Hussain, Aamir Saeed Malik
2017 A conf
MRMR based feature selection for the classification of stress using EEG.
ICST
Ahmad Rauf Subhani, Wajid Mumtaz, Nidal Kamil, Naufal M. Saad, Nanda Nandagopal, Aamir Saeed Malik
2017 J jnl
Machine Learning Framework for the Detection of Mental Stress at Multiple Levels.
IEEE Access
Ahmad Rauf Subhani, Wajid Mumtaz, Mohamad Naufal bin Mohamad Saad, Nidal S. Kamel, Aamir Saeed Malik
2016 J jnl
Automatic diagnosis of alcohol use disorder using EEG features.
Knowl. Based Syst.
Wajid Mumtaz, Pham Lam Vuong, Likun Xia, Aamir Saeed Malik, Rusdi Bin Abd Rashid
2015 — conf
A Study to Investigate Different EEG Reference Choices in Diagnosing Major Depressive Disorder.
ICONIP (4)
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin
2015 — conf
Detrended fluctuation analysis for major depressive disorder.
EMBC
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin, Hafeez Ullah Amin
2015 — conf
Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues.
EMBC
Hafeez Ullah Amin, Aamir Saeed Malik, Wajid Mumtaz, Nasreen Badruddin, Nidal S. Kamel
2015 — conf
P300 intensities and latencies for major depressive disorder detection.
ICSIPA
Wajid Mumtaz, Aamir Saeed Malik, Syed Saad Azhar Ali, Mohd Azhar Mohd Yasin
2015 J jnl
Review on EEG and ERP predictive biomarkers for major depressive disorder.
Biomed. Signal Process. Control.
Wajid Mumtaz, Aamir Saeed Malik, Mohd Azhar Mohd Yasin, Likun Xia
2013 — conf
Analysis of EEG signals regularity in adults during video game play in 2D and 3D.
EMBC
Hamizah R. Khairuddin, Aamir Saeed Malik, Wajid Mumtaz, Nidal S. Kamel, Likun Xia
2013 — conf
EEG classification of physiological conditions in 2D/3D environments using neural network.
EMBC
Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin
2012 — conf
Complexity Analysis of EEG Data during Rest State and Visual Stimulus.
ICONIP (1)
Wajid Mumtaz, Likun Xia, Aamir Saeed Malik, Mohd Azhar Mohd Yasin