Noise

Simulation, Electrocardiogram, ECG Signals, Arrhythmias, Noise, Respiration, Data Augmentation

ECG Modeling for Simulation of Arrhythmias in Time-Varying Conditions
ECG Modeling for Simulation of Arrhythmias in Time-Varying Conditions 789 444 IEEE Transactions on Biomedical Engineering (TBME)
Statistical, time–varying modeling of arrhythmias, muscle noise, motion artifacts, PQ/QT adaptation, respiration is introduced to increase the complexity of simulated ECGs, well suited for data augmentation in machine learning. read more

Single-trial ERP component analysis using a spatio-temporal LCMV beamformer
Author(s)3: Marijn van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roel Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle
Single-trial ERP component analysis using a spatio-temporal LCMV beamformer 170 177 IEEE Transactions on Biomedical Engineering (TBME)

Marijn van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roel Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle,  KU Leuven, Leuven, Belgium For statistical analysis of event related potentials (ERPs), there are convincing arguments against averaging…

read more
Search this website