Summary
Academic Background
PhD
(Neural Signal Processing And Applied Machine Learning) Petronas Technology University
January 20, 2014 - February 28, 2020
Honours and Awards
Publications
Examining AI-Powered ADHD Diagnosis: Current Trends, Key Challenges, and Future Directions in the Field
June 03, 2025
IEEE Access - Volume 13, Pages 93148-93177
Insights from EEG Analysis of Evoked Memory Recalls Using Deep Learning for Emotion Charting
July 24, 2024
Scientific Reports - Volume 14, Article Number: 17080
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain
May 01, 2023
Biomedical Signal Processing and Control - Volume 83, Article Number 104605
Editorial: EEG-based assistive robotics for rehabilitation
July 14, 2022
Frontiers in Neurorobotics - Volume 16, Article Number 952495
Real-time stress assessment using sliding window based convolutional neural network
August 07, 2020
Sensors - Volume 20, Issue 16, Pages 1-17
A physiological signal-based method for early mental-stress detection
September 01, 2018
Biomedical Signal Processing and Control - Volume 46, Pages18-32
Mitigation of stress: new treatment alternatives
February 01, 2018
Cognitive Neurodynamics - Volume 12, Issue 1, Pages 1-20
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
Tracking of EEG activity using motion estimation to understand brain wiring
January 01, 2015
Book on Signal and Image Analysis for Biomedical and Life Sciences - Chapter 9, Volume 823, Pages 159-174
EEG and qEEG in Psychiatry
October 23, 2014
Book on EEG/ERP Analysis: Methods and Applications - 1st Edition, Chapter 8, Pages 175-194
Conferences
Discrete Wavelet Transform based EEG Feature Extraction and Classification for Mental Stress using Machine Learning Classifiers
September 13, 2022 - September 15, 2022
Ng Kah Kit, Hafeezullah Amin, Ahmad Rauf Subhani,
2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)
MRMR based feature selection for the classification of stress using EEG
December 04, 2017 - December 06, 2017
Ahmad Rauf Subhani, Wajid Mumtaz, Nidal Kamel, Naufal M Saad, Nanda Nandagopal, Aamir Saeed Malik,
Eleventh International Conference on Sensing Technology (ICST)
Difference in brain dynamics during arithmetic task performed in stress and control conditions
December 04, 2016 - December 08, 2016
Ahmad Rauf Subhani, Aamir Saaed Malik, Nidal Kamel, Mohamad Naufal Mohamad Saad,
IEEE-EMBS Conference on Biomedical Engineering and Sciences
Using Resting State Coherence to Distinguish Between Low and High Stress Groups
August 15, 2016 - August 17, 2016
Ahmad Rauf Subhani, Aamir Saaed Malik, Nidal Kamel, Mohamad Naufal Mohamad Saad,
6th International Conference on Intelligent and Advanced Systems
Experimental evidence for the effects of the Demand-Control model on the cognitive arousal: An EEG based study
September 25, 2015 - September 29, 2015
Ahmad Rauf Subhani, Aamir Saaed Malik, Nidal Kamel, Mohamad Naufal Mohamad Saad, D (Nanda) Nandagopal,
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Dynamics of scalp potential and autonomic nerve activity during intelligence test
November 03, 2013 - November 07, 2013
Ahmad Rauf Subhani, Hafeezullah Amin, Aamir Saaed Malik, Nasreen Badruddin, Weng-Tink Chooi,
International Conference on Neural Information Processing
Quantification of physiological disparities and task performance in stress and control conditions
July 03, 2013 - July 07, 2013
Ahmad Rauf Subhani, Likun Xia, Aamir Saaed Malik, Zahiruddin Othman,
35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Association of Autonomic Nervous System and EEG Scalp Potential During Playing 2D Grand Turismo 5
August 28, 2012 - September 01, 2012
Ahmad Rauf Subhani, Likun Xia, Aamir Saaed Malik,
34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Association of mental stress with video games
June 12, 2012 - June 14, 2012
Ahmad Rauf Subhani, Likun Xia, Aamir Saaed Malik,
2012 4th International Conference on Intelligent and Advanced Systems (ICIAS2012)
Evaluation of mental stress using physiological signals
September 19, 2011 - September 20, 2011
Ahmad Rauf Subhani, Likun Xia, Aamir Saaed Malik,
2011 National Postgraduate Conference
Adaptive Noise Cancellation: A Comparison of Adaptive Filtering Algorithms Aiming Fetal ECG Extraction
June 17, 2011 - June 19, 2011
Ahmad Rauf Subhani, Wajid Mumtaz,
2nd World Congress on Computer Science and Information Engineering, CSIE
Automatic vehicle identifier (AUTOVID)
July 22, 2010 - July 24, 2010
Ahmad Rauf Subhani, S. Saad Azhar Ali, Farhan Aziz, Ahsan Yasin,
14th WSEAS international conference on Systems
Research Sceintist
Centre for Intelligent Signal and Imaging Research (CISIR))
December 11, 2017 - December 11, 2019
Graduate Assistant
Universiti Teknologi PETRONAS
June 01, 2011 - December 01, 2017
Research Associate
COMSATS Islamabad
October 01, 2010 - March 01, 2021