Browsing Electrical Engineering by Author "n 87827668"
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Automatic seizure detection based on the combination of newborn multi-channel EEG and HRV information Advances in Nonstationary Electrophysiological Signal Analysis and Processing
Mesbah M.; Balakrishnan M.; Colditz P.B.; Boashash B. (2012 , Article)This article proposes a new method for newborn seizure detection that uses information extracted from both multi-channel electroencephalogram (EEG) and a single channel electrocardiogram (ECG). The aim of the study is to ... -
Detecting Fetal Movements Using Non-Invasive Accelerometers: A Preliminary Analysis
Girier, T.; O'Toole, J.; Mesbah, M.; Boashash, B.; Clough, I.; Wilson, S.; Fuentes, M.; Callan, S.; East, C.; Colditz, P.... more authors ... less authors ( IEEE , 2010 , Article)Monitoring fetal movement is important to assess fetal health. Standard clinical fetal monitoring technologies include ultrasound imaging and cardiotocography. Both have limited prognostic value and require significant ... -
Detection of neonatal seizure using multiple filters
Khlif, M.S.; Mesbah, M.; Boashash, Boualem; Colditz, P. ( IEEE , 2010 , Conference Paper)It is often impossible to accurately differentiate between seizure and non-seizure related activities in irifants based on clinical manifestations alone. The electroencephalogram (EEG) is therefore the best tool available ... -
EEG amplitude and correlation spatial decay analysis for neonatal head modelling
Odabaee M.; Layeghy S.; Mesbah M.; Azemi G.; Boashash B.; Colditz P.; Vanhatalo S.... more authors ... less authors (2012 , Conference Paper)There is an increased need to better understand the relation between brain structures and functions in newborns by using EEG source localization techniques. This requires a realistic head model that would take into account ... -
Generalized Mean Phase Coherence for asynchrony abnormality detection in multichannel newborn EEG
Omidvarnia A.; Vanhatalo S.; Mesbah M.; Azemi G.; Colditz P.; Boashash B.... more authors ... less authors (2012 , Conference Paper)Inter-hemispheric asynchrony within the multichannel recordings of newborn EEG is associated with abnormal functionality of the newborn brain. Mean Phase Coherence (MPC) as a bivariate phase synchrony measure is widely ... -
Instantaneous frequency based newborn EEG seizure characterisation
Mesbah M.; O'Toole J.M.; Colditz P.B.; Boashash B. (2012 , Article)The electroencephalogram (EEG), used to noninvasively monitor brain activity, remains the most reliable tool in the diagnosis of neonatal seizures. Due to their nonstationary and multi-component nature, newborn EEG seizures ... -
Platoon Transitional Maneuver Control System: A Review
Badnava, S.; Meskin, Nader; Gastli, A.; Al-Hitmi, M.A.; Ghommam, J.; Mesbah, M.; Mnif, F.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Connectivity and autonomy are considered two of the most promising technologies to improve mobility, fuel consumption, travel time, and traffic safety in the automated transportation industry. These benefits can be realized ... -
R-wave detection: A comparative analysis of four methods using newborn piglet ECG
Shiying, D.; Fangfei, X.; Lingwood, B.; Mesbah, M.; Boashash, B. ( IEEE , 2010 , Conference Paper)In the electrocardiograph (ECG), R-wave is the positive upward deflection in the QRS complex which represents the depolarization of both left and right ventricles. Accurate detection of the R-wave peaks in the ECG plays a ... -
Reinforcement Learning-based Control of Signalized Intersections having Platoons
Berbar, A.; Gastli, A.; Meskin, Nader; Al-Hitmi, M.; Ghommam, J.; Mesbah, M.; Mnif, F.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Smart transportation cities are based on intelligent systems and data sharing while human drivers generally have limited capabilities and imperfect observations in traffics. The perception of Connected and Autonomous Vehicle ... -
Time-frequency analysis of heart rate variability in neonatal piglets exposed to hypoxia
Dong S.; Mesbah M.; Lingwood B.E.; O'Toole J.M.; Boashash B. (2011 , Conference Paper)To determine whether the sympathetic nervous system plays any role in the inter-individual variation of cardiovascular response to hypoxia in newborns, neonatal heart rate variability (HRV) analysis was used to assess ...