Task analysis

Bayesian Inference of Hidden Cognitive Performance and Arousal States in Presence of Music
Bayesian Inference of Hidden Cognitive Performance and Arousal States in Presence of Music 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: Poor arousal management may lead to reduced cognitive performance. Specifying a model and decoder to infer the cognitive arousal and performance contributes to arousal regulation via non-invasive actuators such… read more

Masked Modeling-Based Ultrasound Image Classification Via Self-Supervised Learning
Masked Modeling-Based Ultrasound Image Classification Via Self-Supervised Learning 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Recently, deep learning-based methods have emerged as the preferred approach for ultrasound data analysis. However, these methods often require large-scale annotated datasets for training deep models, which are not readily… read more

EEG Information Transfer Changes in Different Daily Fatigue Levels During Drowsy Driving
EEG Information Transfer Changes in Different Daily Fatigue Levels During Drowsy Driving 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
A significant issue for traffic safety has been drowsy driving for decades. A number of studies have investigated the effects of acute fatigue on spectral power; and recent research has… read more

Privacy-Preserving Deep Speaker Separation for Smartphone-Based Passive Speech Assessment
Author(s)3: Apiwat Ditthapron, Emmanuel O Agu, Adam C Lammert
Privacy-Preserving Deep Speaker Separation for Smartphone-Based Passive Speech Assessment 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)

Goal: Smartphones can be used to passively assess and monitor patients’ speech impairments caused by ailments such as Parkinson’s disease, Traumatic Brain Injury (TBI), Post-Traumatic Stress Disorder (PTSD) and neurodegenerative…

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