Browsing School of Mechatronic Engineering (Theses) by Author "Dr. M. Murugappan"
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Electrocardiogram signal based sudden cardiac arrest prediction using machine learning approaches
L Murukesan, Loganathan (Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2014)This thesis focuses on predicting occurrence of imminent sudden cardiac arrest (SCA) using heart rate variability (HRV) and electrocardiogram (ECG) signals. Sudden cardiac death (SCD) is a devastating cardiovascular disease ... -
Electroencephalogram based emotion recognition in Parkinson’s disease using non-linear methods
Yuvaraj, Rajamanickam (Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2015)In addition to classic motor signs and symptoms, individuals with Parkinson's disease (PD) are characterized by emotional impairments. Electroencephalogram (EEG) signals, being an activity of the central nervous system, ...