Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal MA Rahman, MF Hossain, M Hossain, R Ahmmed Egyptian Informatics Journal 21 (1), 23-35, 2020 | 162 | 2020 |
A narrative review on clinical applications of fNIRS MA Rahman, AB Siddik, TK Ghosh, F Khanam, M Ahmad Journal of Digital Imaging 33 (5), 1167-1184, 2020 | 81 | 2020 |
Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformation MA Rahman, F Khanam, M Ahmad, MS Uddin Brain informatics 7 (1), 7, 2020 | 52 | 2020 |
Selecting the optimal conditions of Savitzky–Golay filter for fNIRS signal MA Rahman, MA Rashid, M Ahmad Biocybernetics and biomedical engineering 39 (3), 624-637, 2019 | 51 | 2019 |
Emotion recognition from EEG-based relative power spectral topography using convolutional neural network MA Rahman, A Anjum, MMH Milu, F Khanam, MS Uddin, MN Mollah Array 11, 100072, 2021 | 35 | 2021 |
Modeling and classification of voluntary and imagery movements for brain–computer interface from fNIR and EEG signals through convolutional neural network MA Rahman, MS Uddin, M Ahmad Health Information Science and Systems 7 (1), 22, 2019 | 34 | 2019 |
A narrative analysis on deep learning in IoT based medical big data analysis with future perspectives TT Chhowa, MA Rahman, AK Paul, R Ahmmed 2019 International conference on electrical, computer and communication …, 2019 | 28 | 2019 |
Evaluating alpha relative power of EEG signal during psychophysiological activities in Salat F Khanam, MA Rahman, M Ahmad 2018 International Conference on Innovations in Science, Engineering and …, 2018 | 22 | 2018 |
Baseline wandering removal from ECG signal by wandering path finding algorithm MA Rahman, MMH Milu, A Anjum, F Khanam, M Ahmad 2017 3rd International Conference on Electrical Information and …, 2017 | 20 | 2017 |
Muscle activity estimation through surface EMG analysis during salat F Khanam, S Islam, MA Rahman, M Ahmad 2015 International Conference on Electrical Engineering and Information …, 2015 | 19 | 2015 |
Classification of motor imagery events from prefrontal hemodynamics for BCI application M Asadur Rahman, M Mahmudul Haque, A Anjum, M Nurunnabi Mollah, ... Proceedings of International Joint Conference on Computational Intelligence …, 2020 | 17 | 2020 |
Four-class motor imagery EEG signal classification using PCA, wavelet and two-stage neural network MA Rahman, F Khanam, MK Hossain, MK Alam, A Mohiuddin International Journal of Advanced Computer Science and Applications 10 (5), 2019 | 17 | 2019 |
A combined view of B-cell epitope features in antigens N Zobayer, ABMA Hossain, MA Rahman Bioinformation 15 (7), 530, 2019 | 16 | 2019 |
An advanced algorithm combining SVM and ANN classifiers to categorize tumors with position from brain MRI images R Ahmmed, MA Rahman, MF Hossain Advances in Science, Technology and Engineering Systems Journal 3 (2), 40-48, 2018 | 16 | 2018 |
Movement related events classification from functional near infrared spectroscopic signal MA Rahman, M Ahmad 2016 19th International Conference on Computer and Information Technology …, 2016 | 16 | 2016 |
Single channel electrooculography based human-computer interface for physically disabled persons PP Banik, MK Azam, C Mondal, MA Rahman 2015 international conference on electrical engineering and information …, 2015 | 16 | 2015 |
A statistical designing approach to MATLAB based functions for the ECG signal preprocessing MA Rahman, MMH Milu, A Anjum, AB Siddik, MMH Sifat, MR Chowdhury, ... Iran Journal of Computer Science 2, 167-178, 2019 | 15 | 2019 |
Activation modeling and classification of voluntary and imagery movements from the prefrontal fNIRS signals MA Rahman, MA Rashid, M Ahmad, A Kuwana, H Kobayashi IEEE Access 8, 218215-218233, 2020 | 14 | 2020 |
EEG based brain alertness monitoring by statistical and artificial neural network approach MA Rahman, F Khanam, MK Alam, A Mohiuddin International Journal of Advanced Computer Science and Applications 10 (1), 2019 | 14 | 2019 |
Lie detection from fNIR signal and NeuroImage MA Rahman, M Ahmad 2016 International Conference on Medical Engineering, Health Informatics and …, 2016 | 13 | 2016 |