A review on machine learning for EEG signal processing in bioengineering MP Hosseini, A Hosseini, K Ahi IEEE reviews in biomedical engineering 14, 204-218, 2020 | 261 | 2020 |
Optimized deep learning for EEG big data and seizure prediction BCI via internet of things MP Hosseini, D Pompili, K Elisevich, H Soltanian-Zadeh IEEE Transactions on Big Data 3 (4), 392-404, 2017 | 181 | 2017 |
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction MP Hosseini, H Soltanian-Zadeh, K Elisevich, D Pompili IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016 | 147 | 2016 |
Deep Learning with Edge Computing for Localization of Epileptogenicity using Multimodal rs-fMRI and EEG Big Data MP Hosseini, T Tran, D Pompili, K Elisevich, H Soltanian-Zadeh IEEE International Conference on Autonomic Computing, 2017 | 90 | 2017 |
Real-time epileptic seizure detection from eeg signals via random subspace ensemble learning MP Hosseini, A Hajisami, D Pompili 2016 IEEE international conference on autonomic computing (ICAC), 209-218, 2016 | 87 | 2016 |
Multimodal data analysis of epileptic EEG and rs-fMRI via deep learning and edge computing MP Hosseini, TX Tran, D Pompili, K Elisevich, H Soltanian-Zadeh Artificial Intelligence in Medicine 104, 101813, 2020 | 77 | 2020 |
Deep learning architectures MP Hosseini, S Lu, K Kamaraj, A Slowikowski, HC Venkatesh Deep learning: concepts and architectures, 1-24, 2020 | 56 | 2020 |
Diagnosis of autism in children using facial analysis and deep learning M Beary, A Hadsell, R Messersmith, MP Hosseini arXiv preprint arXiv:2008.02890, 2020 | 55* | 2020 |
Random ensemble learning for EEG classification MP Hosseini, D Pompili, K Elisevich, H Soltanian-Zadeh Artificial intelligence in medicine 84, 146-158, 2018 | 55 | 2018 |
Comparative performance evaluation of automated segmentation methods of hippocampus from magnetic resonance images of temporal lobe epilepsy patients MP Hosseini, MR Nazem‐Zadeh, D Pompili, K Jafari‐Khouzani, ... Medical physics 43 (1), 538-553, 2016 | 53 | 2016 |
Mobile Edge Computing: Recent Efforts and Five Key Research Directions TX Tran, MP Hosseini, D Pompili MMTC Communications-Frontiers 12 (4), 29-34, 2017 | 52 | 2017 |
Statistical validation of automatic methods for hippocampus segmentation in MR images of epileptic patients MP Hosseini, MR Nazem-Zadeh, D Pompili, H Soltanian-Zadeh 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 37 | 2014 |
Support Vector Machine with nonlinear-kernel optimization for lateralization of epileptogenic hippocampus in MR images MP Hosseini, MR Nazem-Zadeh, D Pompili, K Jafari, K Elisevich, ... Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual …, 2014 | 33 | 2014 |
Survey of terahertz photonics and biophotonics K Ahi, N Jessurun, MP Hosseini, N Asadizanjani Optical Engineering 59 (6), 061629-061629, 2020 | 27 | 2020 |
A novel method for identification of COPD in inspiratory and expiratory states of CT images MP Hosseini, H Soltanian-Zadeh, S Akhlaghpoor Biomedical Engineering (MECBME), 2011 IEEE 1st Middle East Conference on …, 2011 | 25 | 2011 |
Detection and Severity Scoring of Chronic Obstructive Pulmonary Disease Using Volumetric Analysis of Lung CT Images MP Hosseini, H Soltanian-Zadeh, S Akhlaghpoor Iranian Journal of Radiology 9 (1), 22, 2012 | 24 | 2012 |
A new scheme for evaluation of air-trapping in CT images MP Hosseini, H Soltanian-Zadeh, S Akhlaghpoor, A Behrad Machine Vision and Image Processing (MVIP), 2010 IEEE 6th Iranian, 1-4, 2010 | 21 | 2010 |
Brain-computer interface for analyzing epileptic big data MP Hosseini Rutgers University-School of Graduate Studies, 2018 | 14 | 2018 |
Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI MP Hosseini, MR Nazem-Zadeh, D Pompili, K Jafari-Khouzani, ... 6th annual New York Medical Imaging Informatics Symposium (NYMIIS), 2015 | 14 | 2015 |
Computer-Aided diagnosis system for the evaluation of chronic obstructive pulmonary disease on CT Images MP Hosseini, H Soltanian-Zadeh, S Akhlaghpoor Tehran University Medical Journal TUMS Publications 68 (12), 718-725, 2011 | 14 | 2011 |