Nonlinear dynamical analysis of sleep electroencephalography using fractal and entropy approaches

Y Ma, W Shi, CK Peng, AC Yang - Sleep medicine reviews, 2018 - Elsevier
The analysis of electroencephalography (EEG) recordings has attracted increasing interest
in recent decades and provides the pivotal scientific tool for researchers to quantitatively …

The microstructure of sleep in primary insomnia: an overview and extension

B Feige, C Baglioni, K Spiegelhalder, V Hirscher… - International Journal of …, 2013 - Elsevier
The present review was undertaken to summarize studies elucidating sleep microstructural
differences in chronic insomnia. The etiology of insomnia is still unknown, whereas the …

European guideline for the diagnosis and treatment of insomnia

D Riemann, C Baglioni, C Bassetti… - Journal of sleep …, 2017 - Wiley Online Library
This European guideline for the diagnosis and treatment of insomnia was developed by a
task force of the European Sleep Research Society, with the aim of providing clinical …

Insomnia and REM sleep instability

B Feige, F Benz, RJ Dressle… - Journal of Sleep …, 2023 - Wiley Online Library
In this narrative review, we give an overview of the concept of rapid eye movement sleep
instability and its reported implications in the context of insomnia. The term rapid eye …

Sleep architecture in insomniacs with severe benzodiazepine abuse

M Manconi, R Ferri, S Miano, M Maestri… - Clinical …, 2017 - Elsevier
Abstract Objective Benzodiazepines (BZDs) are the most commonly prescribed compounds
in insomnia. A long-term of BZDs use may cause dependence and abuse. The aim of this …

The potential of biomarkers for diagnosing insomnia: Consensus statement of the WFSBP Task Force on Sleep Disorders

D Dikeos, A Wichniak, PY Ktonas… - The World Journal of …, 2023 - Taylor & Francis
Objectives Thus far, the diagnosis of insomnia is based on purely clinical criteria. Although a
broad range of altered physiological parameters has been identified in insomniacs, the …

Single-channel EEG based insomnia detection with domain adaptation

W Qu, CH Kao, H Hong, Z Chi, R Grunstein… - Computers in biology …, 2021 - Elsevier
Insomnia is one of the most common sleep disorders which can dramatically impair life
quality and negatively affect an individual's physical and mental health. Recently, various …

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 …

Automatic identification of insomnia based on single-channel EEG labelled with sleep stage annotations

B Yang, H Liu - IEEE Access, 2020 - ieeexplore.ieee.org
Monitoring single-channel EEG is a promising home-based approach for insomnia
identification. Currently, many automatic sleep stage scoring approaches based on single …

Data-driven analysis of EEG reveals concomitant superficial sleep during deep sleep in insomnia disorder

JAE Christensen, R Wassing, Y Wei… - Frontiers in …, 2019 - frontiersin.org
Study Objectives: The subjective suffering of people with Insomnia Disorder (ID) is
insufficiently accounted for by traditional sleep classification, which presumes a strict …