Selected Journal Publications:
1- M.P. Hosseini, D. Pompili, K. Elisevich, H. Soltanian Zadeh, “Random Ensemble Learning for EEG Classification”, Artificial Intelligence in Medicine, 2018, 84, 146- 158. [PDF]
2- M.P. Hosseini, D. Pompili, K. Elisevich, H. Soltanian Zadeh, “Optimized Deep Learning for EEG Big Data and seizure Prediction BCI via Internet of Things”, IEEE Transactions on Big Data, 2017, 3(4), 392 - 404. [PDF]
3- M.P. Hosseini, T.X. Tran, D. Pompili, K. Elisevich, H. Soltanian-Zadeh, “Multimodal rs-fMRI and EEG for Epileptogenicity via Deep Learnin,” Submitted in IEEE Transaction on Cybernetics, 2017. [Impact Factor: 3]
4- K. Elisevich, M.P. Hosseini, D. Pompili, H. Soltanian Zadeh, “Brain-Computer Interfaces with Application to Epileptic Seizure Prediction”, Submitted to Nature Neuroscience, April 2017. [Impact Factor: 17]
5- T.X. Tran, M.P. Hosseini, D. Pompili, “Recent Activities in Mobile Edge Computing and Cashing in Wireless Network” MMTC Communication - Frontier (E-Letter), 2017; 12(4): 29-34. [PDF]
6- M.P. Hosseini, M.R. Nazem-Zadeh, D. Pompili, K. Jafari-Khouzani, K. Elisevich, H. Soltanian Zadeh, “Comparative Performance Evaluation of Automated Segmentation Methods of Hippocampus from Magnetic Resonance Images of Temporal Lobe Epilepsy Patients”, Medical Physics, 2016; 43(1): 538-553. [PDF] [Impact Factpr: 3.2]
7- M.P. Hosseini, “Proposing a New Artificial Intelligent System for Automatic Detection of Epileptic Seizures,” Journal of Neurological Disorders, 2015.
8- M.P. Hosseini, H. Soltanian Zadeh, and S. Akhlaghpoor, “Three Cuts Method for Identification of COPD,” Acta Medica Iranica (AMI), 2013; 51(11): 771-778. [PDF]
9- M.P. Hosseini, H. Soltanian-Zadeh, S. Akhlaghpoor, “Detection and Severity Scoring of Chronic Obstructive Pulmonary Disease Using Volumetric Analysis of Lung CT Images,” Iranian Journal of Radiology (IJR), 2012; 9(1): 22-27. [PDF]
10- M.P. Hosseini, H. Soltanian-Zadeh, S. Akhlaghpoor, “Designing a new CAD system for pulmonary nodule detection in High Resolution Computed Tomography (HRCT) images,” Tehran University Medical Journal (TUMJ), 2012; 70(4): 250-256. [written in Persian] [PDF]
11- M.P. Hosseini, H. Soltanian-Zadeh, S. Akhlaghpoor, “Computerized Processing and Analysis of CT Images for Developing a New Criterion in COPD Diagnosis,” Journal of Isfahan Medical School (IUMS), 2012; 29(174). [written in Persian] [PDF]
12- M.P. Hosseini, H. Soltanian-Zadeh, S. Akhlaghpoor, “Computer-aided diagnosis system for the evaluation of chronic obstructive pulmonary disease on CT Images,” Tehran University Medical Journal (TUMJ), 2011; 68(12): 718-725. [written in Persian] [PDF]
Selected Conference Papers:
13- M.P. Hosseini, T.X. Tran, D. Pompili, K. Elisevich, H. Soltanian-Zadeh, “Deep Learning with Edge Computing for Localization of Epileptogenicity using Multimodal rs-fMRI and EEG Big Data,” Accepted in the IEEE International Conference on Autonomic Computing (ICAC), 2017. [PDF] [Acceptance Rate: 19%]
14- M.P. Hosseini, H. Soltanian-Zadeh, K. Elisevich, D. Pompili “Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction,” Presented at and Published in the Proceedings of the IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, D. C. Dec 7-9, 2016. [PDF]
15- M.P. Hosseini, A. Hajisami, D. Pompili “Real-time Epileptic Seizure Detection from EEG Signals via Random Subspace Ensemble Learning,” Presented at and Published in the Proceedings of the IEEE International Conference on Autonomic Computing (ICAC), Wurzburg, Germany , July 19-22, 2016. [PDF] [Acceptance Rate: 27%]
16- M.P. Hosseini, “Proposing a New Cloud Computing System for Automatic Detection of Epileptic Seizures,” International Conference on Epilepsy & Treatment 2015, Baltimore, USA, Sept. 21-22, 2015. 3(4).
17- M.P. Hosseini, M.R. Nazem-Zadeh, D. Pompili, H Soltanian-Zadeh, “Statistical Validation of Automatic Methods for Hippocampus Segmentation in MR Images of Epileptic Patients,” Presented at and Published in the Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 26-30, 2014. [PDF]
18- M.P. Hosseini, M.R. Nazem-Zadeh, F. Mahmoudi, H Ying, H Soltanian-Zadeh, “Support Vector Machine with Nonlinear-Kernel Optimization for Lateralization of Epileptogenic Hippocampus in MR Images,” Presented at and Published in the Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 26-30, 2014. [PDF]
19- M.R Nazem-Zadeh, J.M Schwalb, H. Bagher-Ebadian, F. Mahmoudi, M.P. Hosseini, K. Jafari-Khouzani, K. V Elisevich, H. Soltanian-Zadeh “Lateralization of temporal lobe epilepsy by imaging-based response-driven multinomial multivariate models,”Presented at and Published in the Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 26-30, 2014. [PDF]
20- M.R. Nazem-Zadeh, J. Schwalb, H. Bagher-Ebadian, M.P. Hosseini, H. Soltanian-Zadeh, “Lateralization of Temporal Lobe Epilepsy using Intrinsic Property of Water Diffusion in Fronix Crus,” Presented at and Published in the Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), Milano, Italy, May 10-16, 2014. [PDF]
21- M.P. Hosseini, H. Soltanian-Zadeh, Sh. Akhlaghpour, “Assessing Lung Volumetric Variation to Detect and Stage COPD,” Presented at and Published in the Proceedings of the IEEE Middle East Conference on Biomedical Engineering (MECBME’2011), Sharjah, UAE, Feb. 21-24, 2011. [PDF]
22- M.P. Hosseini, H. Soltanian-Zadeh, Sh. Akhlaghpour, “A Novel Method for Identification of COPD in Inspiratory and Expiratory States of CT Images,” Presented at and Published in the Proceedings of the IEEE Middle East Conference on Biomedical Engineering (MECBME’2011), Sharjah, UAE, Feb. 21-24, 2011. [PDF]
23- M.P. Hosseini, H. Soltanian-Zadeh, Sh. Akhlaghpour, A. Behrad, “A New Scheme for Evaluation of Air-Trapping in CT Images,” Presented at and Published in the Proceedings of the 6th Iranian Conference on Machine Vision and Image Processing (MVIP’2010), Isfahan, Iran, Oct. 27-28, 2010. [PDF]
24- M.P. Hosseini, H. Soltanian-Zadeh, Sh. Akhlaghpour, “Evaluation of Changes in Surface and Volume of Lung in Chronic Obstructive Pulmonary Disease,” Presented at and Published in the Proceedings of the 17th Iranian Conference of Biomedical Engineering (ICBME’2010), Isfahan, Iran, Nov. 03-04, 2010.
Selected Poster Presentations:
25- M.P. Hosseini, “Developing a Cloud Base Platform to Improve Health Care in Epileptic Patients,” Annual Research Symposium of Drezel IEEE Graduate Forum, Mar. 2017.
26- M.P. Hosseini, “ A Cloud-Based Brain Computer Interface to Analyze Medical Big Data for Epileptic Seizure Detection,” New Jersey Big Data Alliance (NJBDA) Symposium, Montclair, USA, Mar 9, 2016. [PDF]
27- M.P. Hosseini, A Hajisami, D. Pompili, "Real-time Epileptic Seizure Detection via Random Subspace Ensemble learning,”Rutgers Discovery Informatics Institute (RDI2), New Brunswick, USA, Feb 23, 2016.
28- M.P. Hosseini, M.R. Nazem-Zadeh, D. Pompili, K. Jafari-Khouzani, K. Elisevich, H. Soltanian Zadeh, “Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI”, 6th annual New York Medical Imaging Informatics Symposium (NYMIIS), New York, USA, Sept. 2015.
29- M.P. Hosseini, “Developing a Cloud Based Platform as a Service to Improve Public Health of Epileptic Patients in Urban Places,” Presented at Reimagining Health in Cities: New Directions in Urban Health Research, Drexel University School of Public Health, Philadelphia, USA, Sept. 2015. [PDF]
30- M.P. Hosseini, M.R. Nazem-Zadeh, F. Mahmoudi, H. Soltanian-Zadeh, “Artificial Neural Network Analysis of T1 and FLAIR Images to Detect Epileptogenic Hippocampus for Pre-surgical Evaluation,” Presented at and Published in the Proceedings of the 11th Annual Research Symposium of Henry Ford Health System , Detroit, USA, 2014.
31- F. Mahmoudi, J.M. Schwalb, M.R. Nazem-Zadeh, M.P. Hosseini, H. Soltanian-Zadeh “A C4.5 decision tree predicator for Temporal Lobe Epilepsy lateralization,” Presented at and Published in the Proceedings of the 11th Annual Research Symposium of Henry Ford Health System, Detroit, USA, 2014.