Search Results - "Hosni, Sarah Ismail"

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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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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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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Context-aware Multimodal Auditory BCI Classification through Graph Neural Networks by Kumar, Chetan, Rahimi, Neela, Gonjari, Rohan, McLinden, John, Hosni, Sarah Ismail, Shahriari, Yalda, Shao, Ming

“…The prospect of electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) in the presence of topological information of participants is…”
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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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Multimodal Integration of Motor Imagery-Based Signatures for Neural Response Classification by Ismail Hosni, Sarah Mohamed

“…Decoding motor imagery (MI) brain responses from multimodal neural information sources, including electroencephalography (EEG) and functional near-infrared…”
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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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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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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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