Towards automatic EEG cyclic alternating pattern analysis: a systematic review
This study conducted a systematic review to determine the feasibility of automatic Cyclic
Alternating Pattern (CAP) analysis. Specifically, this review followed the 2020 Preferred …
Alternating Pattern (CAP) analysis. Specifically, this review followed the 2020 Preferred …
A new automatic sleep staging system based on statistical behavior of local extrema using single channel EEG signal
Over the past decade, converging evidence from diverse studies has demonstrated that
sleep is closely associated with the mental and physical health, quality of life, and safety …
sleep is closely associated with the mental and physical health, quality of life, and safety …
CAPSCNet: A novel scattering network for automated identification of phasic cyclic alternating patterns of human sleep using multivariate EEG signals
Abstract The Cyclic Alternating Pattern (CAP) can be considered a physiological marker of
sleep instability. The CAP can examine various sleep-related disorders. Certain short events …
sleep instability. The CAP can examine various sleep-related disorders. Certain short events …
Automatic a-phase detection of cyclic alternating patterns in sleep using dynamic temporal information
S Hartmann, M Baumert - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
The identification of recurrent, transient perturbations in brain activity during sleep, so called
cyclic alternating patterns (CAP), is of significant interest as they have been linked to …
cyclic alternating patterns (CAP), is of significant interest as they have been linked to …
Automatic detection of cyclic alternating pattern
The cyclic alternating pattern is a microstructure phasic event, present in the non-rapid eye
movement sleep, which has been associated with multiple pathologies, and is a marker of …
movement sleep, which has been associated with multiple pathologies, and is a marker of …
A portable wireless device for cyclic alternating pattern estimation from an EEG monopolar derivation
Quality of sleep can be assessed by analyzing the cyclic alternating pattern, a long-lasting
periodic activity that is composed of two alternate electroencephalogram patterns, which is …
periodic activity that is composed of two alternate electroencephalogram patterns, which is …
A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern
Abstract Study Objectives Sleep stability can be studied by evaluating the cyclic alternating
pattern (CAP) in electroencephalogram (EEG) signals. The present study presents a novel …
pattern (CAP) in electroencephalogram (EEG) signals. The present study presents a novel …
On the use of patterns obtained from LSTM and feature-based methods for time series analysis: application in automatic classification of the CAP A phase subtypes
F Mendonca, SS Mostafa… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. The cyclic alternating pattern is a marker of sleep instability identified in the
electroencephalogram signals whose sequence of transient variations compose the A …
electroencephalogram signals whose sequence of transient variations compose the A …
Multiple Time Series Fusion based on LSTM: An application to CAP A phase classification using EEG
The Cyclic Alternating Pattern (CAP) is a periodic activity detected in the
electroencephalogram (EEG) signals. This pattern was identified as a marker of unstable …
electroencephalogram (EEG) signals. This pattern was identified as a marker of unstable …
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal
A probabilistic model for sleep analysis is proposed in this work, modeling the temporal
relation between the sleep structure and the presence of the electroencephalogram (EEG) …
relation between the sleep structure and the presence of the electroencephalogram (EEG) …