Support vector machines

Classifying multi-level stress responses from brain cortical EEG in Nurses and Non-health professionals using Machine Learning Auto Encoder

Author(s): Ashlesha Akella, Avinash Kumar Singh, Daniel Leong, Sara Lal, Phillip Newton, Roderick Clifton-Bligh, Craig Steven McLachlan, Sylvia Maria Gustin, Shamona Maharaj, Ty Lees, Zehong Cao, Chin-Teng Lin
Classifying multi-level stress responses from brain cortical EEG in Nurses and Non-health professionals using Machine Learning Auto Encoder 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Objective: Mental stress is a major problem in our society and has become an area of interest for many psychiatric researchers. One primary research focus area is the identification of…

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Detecting effect of levodopa in Parkinson’s disease patients using sustained phonemes

Author(s): Nemuel D. Pah, Mohammod A. Motin, Peter Kempster, Dinesh Kumar
Detecting effect of levodopa in Parkinson’s disease patients using sustained phonemes 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Background: Parkinson’s disease (PD) is a multi-symptom neurodegenerative disease generally managed with medications, of which levodopa is the most effective. Determining the dosage of levodopa requires regular meetings where motor…

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Automated Detection of Symptomatic Autonomic Dysreflexia through Multimodal Sensing

Author(s): Bradley S. Duerstock, Shruthi Suresh
Automated Detection of Symptomatic Autonomic Dysreflexia through Multimodal Sensing 942 674 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Objective: Autonomic Dysreflexia (AD) is a potentially life-threatening syndrome which occurs in individuals with higher level spinal cord injuries (SCI). AD is caused by triggers which can lead to rapid…

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