Computerized detection of cyclic alternating patterns of sleep: A new paradigm, future scope and challenges
Background and objectives: Sleep quality is associated with wellness, and its assessment
can help diagnose several disorders and diseases. Sleep analysis is commonly performed …
can help diagnose several disorders and diseases. Sleep analysis is commonly performed …
A review of methods for sleep arousal detection using polysomnographic signals
Multiple types of sleep arousal account for a large proportion of the causes of sleep
disorders. The detection of sleep arousals is very important for diagnosing sleep disorders …
disorders. The detection of sleep arousals is very important for diagnosing sleep disorders …
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network
The visual sleep stages scoring by human experts is the current gold standard for sleep
analysis. However, this method is tedious, time-consuming, prone to human errors, and …
analysis. However, this method is tedious, time-consuming, prone to human errors, and …
Automated classification of cyclic alternating pattern sleep phases in healthy and sleep-disordered subjects using convolutional neural network
Sleep contributes to more than a third of a person's life, making sleep monitoring essential
for overall well-being. Cyclic alternating patterns (CAP) are crucial in monitoring sleep …
for overall well-being. Cyclic alternating patterns (CAP) are crucial in monitoring sleep …
Automated phase classification in cyclic alternating patterns in sleep stages using Wigner–Ville distribution based features
Sleep is one of the most important body mechanisms responsible for the proper functioning
of human body. Cyclic alternating patterns (CAP) play an indispensable role in the analysis …
of human body. Cyclic alternating patterns (CAP) play an indispensable role in the analysis …
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 …
An expert system for automated classification of phases in cyclic alternating patterns of sleep using optimal wavelet‐based entropy features
Humans spend a significant portion of their time in the state of sleep, and therefore one's'
sleep health'is an important indicator of the overall health of an individual. Non‐invasive …
sleep health'is an important indicator of the overall health of an individual. Non‐invasive …
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 …
GTransU-CAP: Automatic labeling for cyclic alternating patterns in sleep EEG using gated transformer-based U-Net framework
J You, Y Ma, Y Wang - Computers in Biology and Medicine, 2022 - Elsevier
Cyclic alternating pattern (CAP) sequences are composed of cycles of alternate activation
phases (A-phases) and background phases. CAP A-phases can be further divided into three …
phases (A-phases) and background phases. CAP A-phases can be further divided into three …
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 …