Review on EEG and ERP predictive biomarkers for major depressive disorder

by Mumtaz, W., Malik, A.S., Yasin, M.A.M., Xia, L.
Published 2015
Institution: Universiti Teknologi Petronas

EEG classification of physiological conditions in 2D/3D environments using neural network

by Mumtaz, W., Xia, L., Malik, A.S., Mohd Yasin, M.A.
Published 2013
Institution: Universiti Teknologi Petronas

Detrended fluctuation analysis for major depressive disorder

by Mumtaz, W., Malik, A.S., Ali, S.S.A., Yasin, M.A.M., Amin, H.
Published 2015
Institution: Universiti Teknologi Petronas

A wavelet-based technique to predict treatment outcome for Major Depressive Disorder

by Mumtaz, W., Xia, L., Yasin, M.A.M., Ali, S.S.A., Malik, A.S.
Published 2017
Institution: Universiti Teknologi Petronas

Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)

by Mumtaz, W., Xia, L., Ali, S.S.A., Yasin, M.A.M., Hussain, M., Malik, A.S.
Published 2017
Institution: Universiti Teknologi Petronas

A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD)

by Mumtaz, W., Ali, S.S.A., Yasin, M.A.M., Malik, A.S.
Published 2018
Institution: Universiti Teknologi Petronas

Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents

by Hafeez, Y., Ali, S.S.A., Mumtaz, W., Moinuddin, M., Adil, S.H., Al-Saggaf, U.M., Yasin, M.A.B.M., Malik, A.S.
Published 2019
Institution: Universiti Teknologi Petronas

Investigating Neurofeedback Protocols for Stress Mitigation: A Comparative Analysis of Different Stimulus Contents

by Hafeez, Y., Ali, S.S.A., Mumtaz, W., Moinuddin, M., Adil, S.H., Al-Saggaf, U.M., Yasin, M.A.B.M., Malik, A.S.
Published 2019
Institution: Universiti Teknologi Petronas

Real-time stress assessment using sliding window based convolutional neural network

by Naqvi, S.F., Ali, S.S.A., Yahya, N., Yasin, M.A., Hafeez, Y., Subhani, A.R., Adil, S.H., Saggaf, U.M.A., Moinuddin, M.
Published 2020
Institution: Universiti Teknologi Petronas

Real-time stress assessment using sliding window based convolutional neural network

by Naqvi, S.F., Ali, S.S.A., Yahya, N., Yasin, M.A., Hafeez, Y., Subhani, A.R., Adil, S.H., Saggaf, U.M.A., Moinuddin, M.
Published 2020
Institution: Universiti Teknologi Petronas