Mental stress assessment using simultaneous measurement of EEG and fNIRS F Al-Shargie, M Kiguchi, N Badruddin, SC Dass, AFM Hani, TB Tang Biomedical optics express 7 (10), 3882-3898, 2016 | 236 | 2016 |
Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach F Al-Shargie, TB Tang, N Badruddin, M Kiguchi Medical & biological engineering & computing 56, 125-136, 2018 | 130 | 2018 |
Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study F Al-Shargie, TB Tang, M Kiguchi Biomedical optics express 8 (5), 2583-2598, 2017 | 113 | 2017 |
Mental stress quantification using EEG signals FM Al-Shargie, TB Tang, N Badruddin, M Kiguchi International Conference for Innovation in Biomedical Engineering and Life …, 2016 | 110 | 2016 |
Stress assessment based on decision fusion of EEG and fNIRS signals F Al-Shargie, TB Tang, M Kiguchi IEEE Access 5, 19889-19896, 2017 | 81 | 2017 |
A review on mental stress assessment methods using EEG signals R Katmah, F Al-Shargie, U Tariq, F Babiloni, F Al-Mughairbi, ... Sensors 21 (15), 5043, 2021 | 62 | 2021 |
Vigilance decrement and enhancement techniques: a review F Al-Shargie, U Tariq, H Mir, H Alawar, F Babiloni, H Al-Nashash Brain sciences 9 (8), 178, 2019 | 60 | 2019 |
Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress F Al-Shargie, TB Tang, N Badruddin, M Kiguchi 2015 IEEE International Conference on Signal and Image Processing …, 2015 | 45 | 2015 |
Mental stress grading based on fNIRS signals F Al-shargie, TB Tang, M Kiguchi 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 43 | 2016 |
Emotion recognition based on fusion of local cortical activations and dynamic functional networks connectivity: An EEG study F Al-Shargie, U Tariq, M Alex, H Mir, H Al-Nashash IEEE Access 7, 143550-143562, 2019 | 42 | 2019 |
Brain connectivity analysis under semantic vigilance and enhanced mental states F Al-Shargie, U Tariq, O Hassanin, H Mir, F Babiloni, H Al-Nashash Brain sciences 9 (12), 363, 2019 | 31 | 2019 |
Mental stress assessment based on feature level fusion of fNIRS and EEG signals F Al-shargie, TB Tang, N Badruddin, SC Dass, M Kiguchi 2016 6th International Conference on Intelligent and Advanced Systems (ICIAS …, 2016 | 27 | 2016 |
EEG-based semantic vigilance level classification using directed connectivity patterns and graph theory analysis FM Al-Shargie, O Hassanin, U Tariq, H Al-Nashash IEEE Access 8, 115941-115956, 2020 | 25 | 2020 |
Early detection of mental stress using advanced neuroimaging and artificial intelligence F Al-Shargie arXiv preprint arXiv:1903.08511, 2019 | 21 | 2019 |
Discrimination of genuine and acted emotional expressions using EEG signal and machine learning M Alex, U Tariq, F Al-Shargie, HS Mir, H Al Nashash IEEE Access 8, 191080-191089, 2020 | 19 | 2020 |
Enhancing EEG signals in brain computer interface using intrinsic time-scale decomposition EA Mohamed, MZ Yusoff, IK Adam, EA Hamid, F Al-Shargie, M Muzammel Journal of Physics: Conference Series 1123 (1), 012004, 2018 | 17 | 2018 |
Fusion of fNIRS and EEG Signals: Mental Stress Study F Al-Shargie engrXiv, 2019 | 13 | 2019 |
Multilevel assessment of mental stress using SVM with ECOC: an EEG approach F Al-Shargie Engineering Archive, 2019 | 12 | 2019 |
Quantification of mental stress using fNIRS signals F Al-Shargie Engineering Archive, 2019 | 11 | 2019 |
Eeg mental stress assessment using hybrid multi-domain feature sets of functional connectivity network and time-frequency features A Hag, D Handayani, T Pillai, T Mantoro, MH Kit, F Al-Shargie Sensors 21 (18), 6300, 2021 | 9 | 2021 |