Classifying the Auditory P300 using Mobile EEG Recordings without Calibration Phase
Zink, Rob ; Hunyadi, Borbala ; Van Huffel, Sabine ; De Vos, Maarten
Biomedical signal classification
,
Signal processing in physiological systems
,
Blind source separation
One of the major drawbacks in mobile EEG Brain Computer Interfaces (BCI) is the need for subject specific training data to train a…
Data-Driven Metric Representing the Maturation of Preterm EEG
Koolen, Ninah ; Dereymaeker, Anneleen ; Räsänen, Okko ; Jansen, Katrien ; Vervisch, Jan ; Matic, Vladimir ; De Vos, Maarten ; Naulaers, Gunnar ; Van Huffel, Sabine ; Vanhatalo, Sampsa
Nonstationary processing of biomedical signals
,
Signal processing in physiological systems
Essential information about early brain maturation can be retrieved from the preterm human electroencephalogram (EEG). This study proposes…
Improvement of an Automated Neonatal Seizure Detector using a Post-Processing Technique
Ansari, Amir Hossein ; Matic, Vladimir ; De Vos, Maarten ; Naulaers, Gunnar ; Cherian, Perumpillichira Joseph ; Van Huffel, Sabine
Biomedical signal classification
Visual recognition of neonatal seizures during continuous EEG monitoring in neonatal intensive care units (NICUs) is labor-intensive, has low…
Influence of Noisy Reference Signals on Selective Attention Decoding
Aroudi, Ali ; Mirkovic, Bojana ; De Vos, Maarten ; Doclo, Simon
Brain-computer/machine interface
,
Neural signal processing
In a recently proposed method for selective attention decoding [1] using electroencephalography (EEG) recordings the clean speech signals of…
Metrics for the Background EEG Assessment in Asphyxiated Infants
Matic, Vladimir ; Cherian, Perumpillichira Joseph ; Ansari, Amir Hossein ; Koolen, Ninah ; Govaert, Paul ; Naulaers, Gunnar ; Van Huffel, Sabine ; De Vos, Maarten
Nonstationary processing of biomedical signals
,
Data mining in biosignals
,
Time-frequency analysis of biosignals
This work proposes novel EEG-based metrics to be used for the assessment of background EEG abnormalities encountered in neonates with…
