| Citation |
| Zhu S, Hosni SI, Huang X, et al. A dynamical Graph-based feature extraction approach to enhance mental task classification in brain-computer interfaces. Computers in Biology and Medicine, 2022; 153(3-4), 106498. doi: 10.1016/j.compbiomed.2022.106498 |
| Mclinden J, Borgheai SB, Hosni SI, et al. Individual-Specific Characterization of Event-Related Hemodynamic Responses during an Auditory Yask: An Exploratory Study. Behavioral Brain Research, 2022. doi: 10.1016/j.bbr.2022.114074 |
| Hosni SI, Borgheai SB, McLinden J, et al. A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI. Neuroinformatics, 2022. Doi: 10.1007/s12021-022-09595-2 |
| Cay G, Ravichandran V, Saikia MJ, et al. An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation. Journal of Signal Processing Systems, 2022; 94(6), 543-557. doi: 10.1007/s11265-021-01669-9 |
| Zhu S, Hosni SI, Huang X, et al. A Dynamical Graph-Based Feature Extraction Approach to Enhance Mental Task Classification in Brain-Computer Interfaces. SSRN Electronic Journal, 2022. Doi: 10.2139/ssrn.4170113 |
| Zisk A, Borgheai SB, McLinden J, Deligani R, Shahriari Y. Improving longitudinal P300-BCI performance for people with ALS using a data augmentation and jitter correction approach. Brain-Computer Interfaces, 2021. doi: 10.1080/2326263X.2021.2014678 |
| Zhu S, Ismail Hosni S, Huang X, Borgheai SB, et al. A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. Conference: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021. doi: 10.1109/EMBC46164.2021.9630804 |
| Ismail Hosni SM, Borgheai SB, Mclinden J, et al. Graph-based Recurrence Quantification Analysis of EEG Spectral Dynamics of Motor Imagery-based BCIs. Conference: 2021 43rd Annual international Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021. doi: 10.1109/EMBC46164.2021.9630068 |
| Hosni SI, Borgheai SB, McLinden J, et al. A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs. 2021 55th Asilomar Conference on Signals, Systems, and Computers, 2022. doi: 10.1109/IEEECONF53345.2021.973258 |
| Deligani R, Borgheai SB, McLinden J, Shahriari Y. Multimodal fusion of EEG-fNIRS: A mutual information-based hybrid classification framework. Biomedical Optics Express, 2021; 12(3), 1635-1650. doi: 10.1364/BOE.413666 |
| McLinden J., Deligani RJ., Abtahi MR., Akbar U., Mankodiya K., Shahriari Y. Disruptions of Cortico-Kinematic Interactions in Parkinson’s Disease. Behavioural Brain Research, 2021; 404, 113153. doi: 10.1016/j.bbr.2021.113153 |
| Borgheai SB., McLinden J., Mankodiya K., Shahriari Y. Frontal Functional Network Disruption Associated with Amyotrophic Lateral Sclerosis: An fNIRS-Based Minimum Spanning Tree Analysis. Frontiers in Neuroscience, 2020; 14, 1376. doi: 10.3389/fnins.2020.613990 |
| Hosni SM., Borgheai SB., McLinden J., Shahriari Y. An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020; 28(12), 3063-3073. doi: 10.1109/TNSRE.2020.3038717 |
| Zisk A., Borgheai SB., McLinden J., et al. P300 latency jitter and its correlates in people with amyotrophic lateral sclerosis. Clinical Neurophysiology, 2020; 132(2), 632-642. doi: 10.1016/j.clinph2020.10.022 |
| Deligani RJ., Hosni SI., Borgheai SB., et al. Electrical and Hemodynamic Neural Functions in People With ALS: An EEG-fNIRS Resting-State Study. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020; 28(12), 3129-3139. doi: 10.1109/TNSRE.2020.3031495 |
| Abtahi M, Borgheai SB, Jafari R, et al. Merging fNIRS-EEG Brain Monitoring and Body Motion Capture to Distinguish Parkinsons Disease. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020; 28(6), 9067065, 1246-1253. doi: 10.1109/TNSRE.2020.2987888 |
| Borgheai SB, Mclinden J, Zisk AH, et al. Enhancing Communication for People in Late-Stage ALS Using an fNIRS-Based BCI System. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020; 28(5), 9035644, 1198-1207. doi: 10.1109/TNSRE.2020.2980772 |
| Hosni SI, Deligani R, Zisk AH, McLinden J, Borgheai SB, Shahriari Y. An Exploration of Neural Dynamics of Motor Imagery for People with Amyotrophic Lateral Sclerosis. Journal of Neural Engineering, 2019; 17(1). doi: 10.1088/1741-2552/ab4c75 |
| Borgheai SB, Deligani R, McLinden J, et al. Multimodal Exploration of Non-Motor Neural Functions in ALS Patients Using Simultaneous EEG-fNIRS Recording. Journal of Neural Engineering, 2019; 16(6), 066036. doi: 10.1088/1741-2552/ab456c |
| Shahriari Y, Vaughan TM, McCane L, Allison BZ, Wolpaw J, Krusienski DJ. An Exploration of BCI Performance Variations in People With Amyotrophic Lateral Sclerosis Using Longitudinal EEG Data. Journal of Neural Engineering, 2019; 16(5). doi: 10.1088/1741-2552/ab22ea |
| Deligani R, Vaughan TM, McCane L, et al. Neural Alterations During Use of a P300-Based BCI by Individuals with Amyotrophic Lateral Sclerosis. 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019; 8717044, 899-902. doi: 10.1109/NER.2019.8717044 |
| Borgheai SB, Abtahi M, Mankodiya K, Mclinden J, Shahriari Y. Towards a Single Trial fNIRS-Based Brain-Computer Interface for Communication. 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019; 8717030, 1030-1033. doi: 10.1109/NER.2019.8717030 |
| Borgheai SB, Deligani R, McLinden J, et al. Multimodal Evaluation of Mental Workload Using a Hybrid EEG-fNIRS Brain-Computer Interface System. 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019; 8717118, 973-976. doi: 10.1109/NER.2019.8717118 |
| Malekmohammadi M, Shahriari Y, AuYong N. et al. Pallidal Stimulation in Parkinson’sDisease Differentially Modulates Local and Network B Activity. Journal of Neural Engineering, 2018; 15(5). doi: 10.1088/1741-2552/aad0fb |
| Shahriari Y, Fidler R, Pelter M, Bai Y, Villaroman A, Hu X. Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric. IEEE Transactions on Biomedical Engineering, 2018; 65(4), 748-753. doi:10.1109/TBME.2017.2717876 |
