| VME-DWT: An efficient algorithm for detection and elimination of eye blink from short segments of single EEG channel M Shahbakhti, M Beiramvand, M Nazari, A Broniec-Wójcik, P Augustyniak, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 408-417, 2021 | 56 | 2021 |
| Simultaneous eye blink characterization and elimination from low-channel prefrontal EEG signals enhances driver drowsiness detection M Shahbakhti, M Beiramvand, I Rejer, P Augustyniak, A Broniec-Wójcik, ... IEEE Journal of Biomedical and Health Informatics 26 (3), 1001-1012, 2021 | 53 | 2021 |
| Fusion of EEG and eye blink analysis for detection of driver fatigue M Shahbakhti, M Beiramvand, E Nasiri, SM Far, W Chen, J Solé-Casals, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 2037-2046, 2023 | 25 | 2023 |
| Low complexity automatic stationary wavelet transform for elimination of eye blinks from EEG M Shahbakhti, M Maugeon, M Beiramvand, V Marozas Brain sciences 9 (12), 352, 2019 | 23 | 2019 |
| SWT-kurtosis based algorithm for elimination of electrical shift and linear trend from EEG signals M Shahbakhti, AS Rodrigues, P Augustyniak, A Broniec-Wójcik, ... Biomedical Signal Processing and Control 65, 102373, 2021 | 17 | 2021 |
| Discrimination of wakefulness from sleep stage I using nonlinear features of a single frontal EEG channel M Shahbakhti, M Beiramvand, T Eigirdas, J Solé-Casals, M Wierzchon, ... IEEE Sensors Journal 22 (7), 6975-6984, 2022 | 15 | 2022 |
| Prediction of preterm delivery from unbalanced EHG database S Mohammadi Far, M Beiramvand, M Shahbakhti, P Augustyniak Sensors 22 (4), 1507, 2022 | 14 | 2022 |
| Mental workload assessment using low-channel prefrontal EEG signals M Beiramvand, T Lipping, N Karttunen, R Koivula 2023 IEEE International Symposium on Medical Measurements and Applications …, 2023 | 10 | 2023 |
| Prediction of preterm labor from EHG signals using statistical and non-linear features DT Far, M Beiranvand The Biomedical Engineering International Conference, BMEiCON, 2015, 2015 | 10 | 2015 |
| A new efficient algorithm for prediction of preterm labor M Shahbakhti, M Beiramvand, MR Bavi, SM Far 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 9 | 2019 |
| Investigating wavelet energy vector for pre-term labor detection using EHG signals M Beiranvand, M Shahbakhti, M Eslamizadeh, M Bavi, S Mohammadifar 2017 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2017 | 9 | 2017 |
| Fusing fuzzy entropy with gaussian and exponential membership functions outperforms traditional entropy metrics in monitoring the depth of anesthesia using a single frontal EEG … M Shahbakhti, M Beiramvand, N Hakimi, I Rejer, T Lipping, ... IEEE Sensors Letters, 2024 | 4 | 2024 |
| Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach M Beiramvand, M Shahbakhti, N Karttunen, R Koivula, J Turunen, ... IEEE Transactions on Instrumentation and Measurement, 2024 | 3 | 2024 |
| A reliable method to estimate the bispectral index value using a single frontal EEG channel for intra and inter subject variability M Shahbakhti, M Beiramvand, R Krycinska, E Nasiri, W Chen, ... 2023 IEEE International Symposium on Medical Measurements and Applications …, 2023 | 3 | 2023 |
| Cross-entropy-based assessment of mental workloads using two prefrontal EEG channels M Beiramvand, M Shahbakhti, T Lipping 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023 | 2 | 2023 |
| Prediction of Preterm Labor from the Electrohysterogram Signals Based on Different Gestational Weeks S Mohammadi Far, M Beiramvand, M Shahbakhti, P Augustyniak Sensors 23 (13), 5965, 2023 | 2 | 2023 |
| The importance of gender specification for detection of driver fatigue using a single EEG channel M Shahbakhti, M Beiramvand, E Nasiri, W Chen, J Solé-Casals, ... 2022 14th Biomedical Engineering International Conference (BMEiCON), 1-3, 2022 | 1 | 2022 |
| Evaluating Mental Workload Through Cross-Entropy Analysis of Two Prefrontal EEG Channels M Beiramvand, M Shahbakhti, T Lipping European Medical and Biological Engineering Conference, 43-53, 2024 | | 2024 |
| Assessment of Mental Workload in Real-Life Setup using EEG Synchronization Measures T Lipping, M Beiramvand 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2024 | | 2024 |
| Wearable EEG-Based Depth of Anesthesia Monitoring: A Non-Parametric Feature Set M Shahbakhti, R Krycinska, M Beiramvand, N Hakimi, T Lipping, W Chen, ... IEEE Sensors Journal, 2024 | | 2024 |
Mohammad ShahbakhtiKaunas University of Technology, Biomedical Engineering Institute; Artinis Medical Systems B.VVerified email at ktu.edu
