Search Results - "Borgheai, Seyyed Bahram"

Topology-Aware Multimodal Fusion for Neural Dynamics Representation Learning and Classification by Rahimi, Neela, Kumar, Chetan, McLinden, John, Ismail Hosni, Sarah, Bahram Borgheai, Seyyed, Shahriari, Yalda, Shao, Ming

“…Applications of multimodal neuroimaging techniques, including electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) have gained…”
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Multimodal pre-screening can predict BCI performance variability: A novel subject-specific experimental scheme by Borgheai, Seyyed Bahram, Zisk, Alyssa Hillary, McLinden, John, Mcintyre, James, Sadjadi, Reza, Shahriari, Yalda

“…Brain-computer interface (BCI) systems currently lack the required robustness for long-term daily use due to inter- and intra-subject performance variability…”
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Enhancing Communication for People in Late-Stage ALS Using an fNIRS-Based BCI System by Borgheai, Seyyed Bahram, McLinden, John, Zisk, Alyssa Hillary, Hosni, Sarah Ismail, Deligani, Roohollah Jafari, Abtahi, Mohammadreza, Mankodiya, Kunal, Shahriari, Yalda

“…Objective: Brain-computer interface (BCI) based communication remains a challenge for people with later-stage amyotrophic lateral sclerosis (ALS) who lose all…”
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Frontal Functional Network Disruption Associated with Amyotrophic Lateral Sclerosis: An fNIRS-Based Minimum Spanning Tree Analysis by Borgheai, Seyyed Bahram, McLinden, John, Mankodiya, Kunal, Shahriari, Yalda

“…Recent evidence increasingly associates network disruption in brain organization with multiple neurodegenerative diseases, including amyotrophic lateral…”
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Electrical and Hemodynamic Neural Functions in People With ALS: An EEG-fNIRS Resting-State Study by Deligani, Roohollah Jafari, Hosni, Sarah Ismail, Borgheai, Seyyed Bahram, McLinden, John, Zisk, Alyssa Hillary, Mankodiya, Kunal, Shahriari, Yalda

“…Objective: Amyotrophic lateral sclerosis (ALS) is a complex neurodegenerative disease that causes the progressive loss of voluntary muscle control. Recent…”
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Multimodal fusion of EEG-fNIRS: a mutual information-based hybrid classification framework by Deligani, Roohollah Jafari, Borgheai, Seyyed Bahram, McLinden, John, Shahriari, Yalda

“…Multimodal data fusion is one of the current primary neuroimaging research directions to overcome the fundamental limitations of individual modalities by…”
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P300 latency jitter and its correlates in people with amyotrophic lateral sclerosis by Zisk, Alyssa Hillary, Borgheai, Seyyed Bahram, McLinden, John, Hosni, Sarah M., Deligani, Roohollah Jafari, Shahriari, Yalda

“…•People with amyotrophic lateral sclerosis (ALS) have increased P300 latency jitter.•Latency jitter correlates with BCI performance in both people with ALS and…”
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A dynamical graph-based feature extraction approach to enhance mental task classification in brain–computer interfaces by Zhu, Shaotong, Hosni, Sarah Ismail, Huang, Xiaofei, Wan, Michael, Borgheai, Seyyed Bahram, McLinden, John, Shahriari, Yalda, Ostadabbas, Sarah

“…Graph theoretic approaches in analyzing spatiotemporal dynamics of brain activities are under-studied but could be very promising directions in developing…”
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Incorporating Hemodynamic Cognitive Neuromarkers for Personalized Assistive Communication Technology by Borgheai, Seyyed Bahram

“…A Brain computer interface (BCI) for communication bypasses standard efferent neural pathways towards peripheral nerves and muscles and directly translates…”
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Improving longitudinal P300-BCI performance for people with ALS using a data augmentation and jitter correction approach by Zisk, Alyssa Hillary, Borgheai, Seyyed Bahram, McLinden, John, Deligani, Roohollah Jafari, Shahriari, Yalda

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A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs by Ismail Hosni, Sarah M., Borgheai, Seyyed Bahram, McLinden, John, Zhu, Shaotong, Ostadabbas, Sarah, Shahriari, Yalda

“…The accurate characterization of the underlying dynamics of neural responses across various neuroimaging modalities is pivotal to enhancing the performance of…”
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A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces by Zhu, Shaotong, Hosni, Sarah Ismail, Huang, Xiaofei, Borgheai, Seyyed Bahram, McLinden, John, Shahriari, Yalda, Ostadabbas, Sarah

“…Objective: The topological information hidden in the EEG spectral dynamics is often ignored in the majority of the existing brain-computer interface (BCI)…”
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Graph-based Recurrence Quantification Analysis of EEG Spectral Dynamics for Motor Imagery-based BCIs by Hosni, Sarah M. Ismail, Borgheai, Seyyed Bahram, McLinden, John, Zhu, Shaotong, Huang, Xiaofei, Ostadabbas, Sarah, Shahriari, Yalda

“…Despite continuous research, communication approaches based on brain-computer interfaces (BCIs) are not yet an efficient and reliable means that severely…”
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