107 citations
4 papers
Can Machine Learning Be Used to Recognize and Diagnose Coughs?
Charles Bales, Muhammad Nabeel, Charles N. John +5
Emerging wireless technologies, such as 5G and beyond, are bringing new use cases to the forefront, one of the most prominent being machine learning empowered health care. One of t…
Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI
Ahmad Mayeli, Obada Al Zoubi, Kaylee Henry +7
Objective. EEG data collected during fMRI acquisition are contaminated with MRI gradients and ballistocardiogram (BCG) artifacts, in addition to artifacts of physiological origin.…
Integration of Simultaneous Resting-State Electroencephalography, Functional Magnetic Resonance Imaging, and Eye-Tracker Methods to Determine and Verify Electroencephalography Vigilance Measure
Ahmad Mayeli, Obada Al Zoubi, Masaya Misaki +9
Background/Introduction: Concurrent electroencephalography and resting-state functional magnetic resonance imaging (rsfMRI) have been widely used for studying the (presumably) awak…
Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback
Vadim Zotev, Ahmad Mayeli, Masaya Misaki +1
Simultaneous real-time fMRI and EEG neurofeedback (rtfMRI-EEG-nf) is an emerging neuromodulation approach, that enables simultaneous volitional regulation of both hemodynamic (BOLD…