Brain mechanisms of insomnia: new perspectives on causes and consequences

EJW Van Someren - Physiological reviews, 2021 - journals.physiology.org
While insomnia is the second most common mental disorder, progress in our understanding
of underlying neurobiological mechanisms has been limited. The present review addresses …

EEG spectral analysis in insomnia disorder: A systematic review and meta-analysis

W Zhao, EJW Van Someren, C Li, X Chen, W Gui… - Sleep medicine …, 2021 - Elsevier
Insomnia disorder (ID) has become the second-most common mental disorder. Despite
burgeoning evidence for increased high-frequency electroencephalography (EEG) activity …

Sleep disturbance in PTSD and other anxiety-related disorders: an updated review of clinical features, physiological characteristics, and psychological and …

A Richards, JC Kanady, TC Neylan - Neuropsychopharmacology, 2020 - nature.com
The current report provides an updated review of sleep disturbance in posttraumatic stress
disorder and anxiety-related disorders. First, this review provides a summary description of …

Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep

ABA Stevner, D Vidaurre, J Cabral, K Rapuano… - Nature …, 2019 - nature.com
The modern understanding of sleep is based on the classification of sleep into stages
defined by their electroencephalography (EEG) signatures, but the underlying brain …

Network outcome analysis identifies difficulty initiating sleep as a primary target for prevention of depression: a 6-year prospective study

TF Blanken, D Borsboom, BWJH Penninx… - Sleep, 2020 - academic.oup.com
Abstract Study Objectives Major depressive disorder (MDD) is the leading cause of disability
worldwide. Its high recurrence rate calls for prevention of first-onset MDD. Although meta …

Beyond traditional sleep scoring: Massive feature extraction and data-driven clustering of sleep time series

N Decat, J Walter, ZH Koh, P Sribanditmongkol… - Sleep Medicine, 2022 - Elsevier
The widely used guidelines for sleep staging were developed for the visual inspection of
electrophysiological recordings by the human eye. As such, these rules reflect a limited …

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 …

Alleviating class imbalance problem in automatic sleep stage classification

D Zhou, Q Xu, J Wang, H Xu, L Kettunen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
For real-world automatic sleep-stage classification tasks, various existing deep learning-
based models are biased toward the majority with a high proportion. Because of the unique …

Increased connectivity of the anterior cingulate cortex is associated with the tendency to awakening during N2 sleep in patients with insomnia disorder

Y Guo, G Zou, Y Shao, J Chen, Y Li, J Liu, P Yao… - Sleep, 2023 - academic.oup.com
Abstract Study Objectives To investigate the relationship between sleep transition dynamics
and stage-specific functional connectivity (FC) of the anterior cingulate cortex (ACC) in …

Quantifying sleep architecture dynamics and individual differences using big data and Bayesian networks

BD Yetton, EA McDevitt, N Cellini, C Shelton… - PloS one, 2018 - journals.plos.org
The pattern of sleep stages across a night (sleep architecture) is influenced by biological,
behavioral, and clinical variables. However, traditional measures of sleep architecture such …