Support Vector Machine with nonlinear-kernel optimization for lateralization of epileptogenic hippocampus in MR images. - Mohammad-Parsa Hosseini; Mohammad-Reza Nazem-Zadeh; Fariborz Mahmoudi; Hao Ying 001; Hamid Soltanian-Zadeh (EMBC, 2014)

Statistical validation of automatic methods for hippocampus segmentation in MR images of epileptic patients. - Mohammad-Parsa Hosseini; Mohammad-Reza Nazem-Zadeh; Dario Pompili; Hamid Soltanian-Zadeh (EMBC, 2014)

Lateralization of temporal lobe epilepsy by imaging-based response-driven multinomial multivariate models. - Mohammad-Reza Nazem-Zadeh; Jason M. Schwalb; Hassan Bagher-Ebadian; Fariborz Mahmoudi; Mohammad-Parsa Hosseini; Kourosh Jafari-Khouzani; Kost V. Elisevich; Hamid Soltanian-Zadeh (EMBC, 2014)

Cloud-based deep learning of big EEG data for epileptic seizure prediction. - Mohammad-Parsa Hosseini; Hamid Soltanian-Zadeh; Kost V. Elisevich; Dario Pompili (GlobalSIP, 2016)

Real-Time Epileptic Seizure Detection from EEG Signals via Random Subspace Ensemble Learning. - Mohammad-Parsa Hosseini; Abolfazl Hajisami; Dario Pompili (ICAC, 2016)

Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI. - Mohammad-Parsa Hosseini; Mohammad-Reza Nazem-Zadeh; Dario Pompili; Kourosh Jafari-Khouzani; Kost V. Elisevich; Hamid Soltanian-Zadeh (CoRR, 2016)

Deep Learning with Edge Computing for Localization of Epileptogenicity Using Multimodal rs-fMRI and EEG Big Data. - Mohammad-Parsa Hosseini; Tuyen X. Tran; Dario Pompili; Kost V. Elisevich; Hamid Soltanian-Zadeh (ICAC, 2017)

Optimized Deep Learning for EEG Big Data and Seizure Prediction BCI via Internet of Things. - Mohammad-Parsa Hosseini; Dario Pompili; Kost V. Elisevich; Hamid Soltanian-Zadeh (IEEE Trans. Big Data, 2017)

Random ensemble learning for EEG classification. - Mohammad-Parsa Hosseini; Dario Pompili; Kost V. Elisevich; Hamid Soltanian-Zadeh (Artif. Intell. Medicine, 2018)

Multimodal data analysis of epileptic EEG and rs-fMRI via deep learning and edge computing. - Mohammad-Parsa Hosseini; Tuyen X. Tran; Dario Pompili; Kost V. Elisevich; Hamid Soltanian-Zadeh (Artif. Intell. Medicine, 2020)

Diagnosis of Autism in Children using Facial Analysis and Deep Learning. - Madison Beary; Alex Hadsell; Ryan Messersmith; Mohammad-Parsa Hosseini (CoRR, 2020)

Respiratory Sound Classification Using Long-Short Term Memory. - Chelsea Villanueva; Joshua Vincent; Alexander Slowinski; Mohammad-Parsa Hosseini (CoRR, 2020)

Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis. - Mohammad-Parsa Hosseini; Cecilia Hemingway; Jerard Madamba; Alexander McKee; Natalie Ploof; Jennifer Schuman; Elliot Voss (CoRR, 2020)