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Learning machines and slee** brains: automatic sleep stage classification using decision-tree multi-class support vector machines
T Lajnef, S Chaibi, P Ruby, PE Aguera… - Journal of neuroscience …, 2015 - Elsevier
Background Sleep staging is a critical step in a range of electrophysiological signal
processing pipelines used in clinical routine as well as in sleep research. Although the …
processing pipelines used in clinical routine as well as in sleep research. Although the …
A method for detecting high-frequency oscillations using semi-supervised k-means and mean shift clustering
Y Du, B Sun, R Lu, C Zhang, H Wu - Neurocomputing, 2019 - Elsevier
This paper proposes a method to detect the high-frequency oscillations (HFOs) in epileptic
seizure onset zones (SOZs) localization using semi-supervised k-means and mean shift …
seizure onset zones (SOZs) localization using semi-supervised k-means and mean shift …
A reliable approach to distinguish between transient with and without HFOs using TQWT and MCA
Recent studies have reported that discrete high frequency oscillations (HFOs) in the range of
80–500 Hz may serve as promising biomarkers of the seizure focus in humans. Visual …
80–500 Hz may serve as promising biomarkers of the seizure focus in humans. Visual …
A portable electrocardiogram for real-time monitoring of cardiac signals
This study presents an electrocardiogram (ECG) monitoring and processing system which
can observe subjects in real time and display the resultant ECG signals on a computer for …
can observe subjects in real time and display the resultant ECG signals on a computer for …
Fast, accurate localization of epileptic seizure onset zones based on detection of high-frequency oscillations using improved wavelet transform and matching pursuit …
This letter describes the improvement of two methods of detecting high-frequency
oscillations (HFOs) and their use to localize epileptic seizure onset zones (SOZs). The …
oscillations (HFOs) and their use to localize epileptic seizure onset zones (SOZs). The …
EMHapp: a pipeline for the automatic detection, localization and visualization of epileptic magnetoencephalographic high-frequency oscillations
Objective. High-frequency oscillations (HFOs) are promising biomarkers for localizing
epileptogenic brain tissue. Previous studies have revealed that HFOs that present …
epileptogenic brain tissue. Previous studies have revealed that HFOs that present …
A Study of Epileptogenic Foci Localization Algorithm Based on Automatic Detection of Comprehensive Feature HFOs and RF-LR
Y Du, G Li - Chinese Journal of Electronics, 2025 - ieeexplore.ieee.org
Studies have shown that fast ripples of 250–500 Hz in epileptic electroencephalography
(EEG) signals are more pathological and closer to the epileptogenic focus itself compared to …
(EEG) signals are more pathological and closer to the epileptogenic focus itself compared to …
Deep Learning for scalp High Frequency Oscillations Identification
G Milon-Harnois, N Jrad, D Schang… - 2022 30th European …, 2022 - ieeexplore.ieee.org
Since last 2 decades, High Frequency Oscillations (HFOs) are studied as a promising
biomarker to localize the epileptogenic zone of patients with refractory focal epilepsy. As …
biomarker to localize the epileptogenic zone of patients with refractory focal epilepsy. As …
A comparative study between three epileptic high frequency oscillations detection strategies
In the past few years, visual detection of High Frequency Oscillations (HFOs) has led to a
good understanding of the fundamental neural mechanisms underlying epileptic …
good understanding of the fundamental neural mechanisms underlying epileptic …
Accurate localization of seizure onset zones based on multi-feature extraction and wavelet time-frequency map
Y Du, B Sun - 2018 37th Chinese Control Conference (CCC), 2018 - ieeexplore.ieee.org
Recent studies have found that high-frequency oscillations (HFOs) in the 80 Hz to 500 Hz
band of electroencephalogram (EEG) are important biomarkers for locating the Seizure …
band of electroencephalogram (EEG) are important biomarkers for locating the Seizure …