Research graph
References from Do all sedatives promote biological sleep electroencephalogram patterns? A machine learning framework to identify biological sleep promoting sedatives using electroencephalogram. Local targets link to admitted publications; unresolved targets remain external evidence.
Sleep in the Intensive Care Unit measured by polysomnography
2013 · External reference
The importance of the intensive care unit environment in sleep-A study with healthy participants
10.1111/jsr.12959 · 2020 · External reference
Sleep and Circadian Rhythm in Critical Illness
10.1186/s13054-019-2366-0 · 2019 · External reference
General anesthesia, sleep, and coma
10.1056/nejmra0808281 · 2010 · External reference
Effects of oral temazepam on sleep spindles during non-rapid eye movement sleep: A high-density EEG investigation
10.1016/j.euroneuro.2015.06.005 · 2015 · External reference
Propofol anesthesia and sleep: a high-density EEG study
10.1093/sleep/34.3.283 · 2011 · External reference
A double-blind study in healthy volunteers to assess the effects on sleep of pregabalin compared with alprazolam and placebo
10.1093/sleep/28.2.187 · 2005 · External reference
Cardiac arrests in patients undergoing gastrointestinal endoscopy: A retrospective analysis of 73,029 procedures
10.4103/1319-3767.164202 · 2015 · External reference
Effects of dexmedetomidine on sleep quality of patients after surgery without mechanical ventilation in ICU
10.1097/md.0000000000007081 · 2017 · External reference
Dexmedetomidine promotes biomimetic non-rapid eye movement stage 3 sleep in humans: A pilot study
10.1016/j.clinph.2017.10.005 · 2018 · External reference
Effects of dexmedetomidine on sleep quality in critically ill patients: a pilot study
10.1097/aln.0000000000000361 · 2014 · External reference
Rules for scoring respiratory events in sleep: update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events. Deliberations of the Sleep Apnea Definitions Task Force of the American Academy of Sleep Medicine
2012 · External reference
Atypical sleep in ventilated patients: empirical electroencephalography findings and the path toward revised ICU sleep scoring criteria
10.1097/ccm.0b013e31828a3f75 · 2013 · External reference
10.22489/cinc.2018.049
10.22489/cinc.2018.049 · External reference
Test of neural inertia in humans during general anaesthesia
10.1016/j.bja.2017.11.072 · 2018 · External reference
Frontal electroencephalogram based drug, sex, and age independent sedation level prediction using non-linear machine learning algorithms
2020 · External reference
Novel drug-independent sedation level estimation based on machine learning of quantitative frontal electroencephalogram features in healthy volunteers
10.1016/j.bja.2019.06.004 · 2019 · External reference
Pharmacodynamic Interaction of Remifentanil and Dexmedetomidine on Depth of Sedation and Tolerance of Laryngoscopy
10.1097/aln.0000000000002882 · 2019 · External reference
Validity and Reliability of the Observer’s: Assessment of Alertness/Sedation Scale: Study with: Intravenous Midazolam
1990 · External reference
The influence of method of administration and covariates on the pharmacokinetics of propofol in adult volunteers
10.1097/00000542-199805000-00006 · 1998 · External reference
Dexmedetomidine pharmacodynamics in healthy volunteers: 2. Haemodynamic profile
10.1093/bja/aex086 · 2017 · External reference
Clinical pharmacokinetics and pharmacodynamics of dexmedetomidine
10.1007/s40262-017-0507-7 · 2017 · External reference
Dexmedetomidine pharmacokinetic-pharmacodynamic modelling in healthy volunteers: 1. Influence of arousal on bispectral index and sedation
10.1093/bja/aex085 · 2017 · External reference
EEG analysis based on time domain properties
10.1016/0013-4694(70)90143-4 · 1970 · External reference
An automated system for grading EEG abnormality in term neonates with hypoxic-ischaemic encephalopathy
10.1007/s10439-012-0710-5 · 2013 · External reference
Real-time segmentation of burst suppression patterns in critical care EEG monitoring
10.1016/j.jneumeth.2013.07.003 · 2013 · External reference
Analysis of postural sway using entropy measures of signal complexity
10.1007/bf02344866 · 2000 · External reference
A mathematical theory of communication
10.1145/584091.584093 · 2001 · External reference
EEG entropy measures in anesthesia
10.3389/fncom.2015.00016 · 2015 · External reference
Nonlinear time sequence analysis
10.1142/s0218127491000403 · 1991 · External reference
Entropies for detection of epilepsy in EEG
10.1016/j.cmpb.2005.06.012 · 2005 · External reference
Permutation entropy: a natural complexity measure for time series
10.1103/physrevlett.88.174102 · 2002 · External reference
The fractal dimension of EEG as a physical measure of conscious human brain activities
10.1016/s0092-8240(88)80009-0 · 1988 · External reference
Large-Scale Automated Sleep Staging
2017 · External reference
Dexmedetomidine-induced deep sedation mimics non-rapid eye movement stage 3 sleep: large-scale validation using machine learning
10.1093/sleep/zsaa167 · 2021 · External reference
Regularization and variable selection via the elastic net
10.1111/j.1467-9868.2005.00503.x · 2005 · External reference
10.1007/978-0-387-09823-4_45
10.1007/978-0-387-09823-4_45 · 2009 · External reference
Clinical Electroencephalography for AnesthesiologistsPart I: Background and Basic Signatures
10.1097/aln.0000000000000841 · 2015 · External reference
The sedative component of anesthesia is mediated by GABA A receptors in an endogenous sleep pathway
10.1038/nn913 · 2002 · External reference
Thalamic microinjection of nicotine reverses sevoflurane-induced loss of righting reflex in the rat
10.1097/01.anes.0000270741.33766.24 · 2007 · External reference
Unresolved reference
2011 · External reference
Predicting Deep Hypnotic State From Sleep Brain Rhythms Using Deep Learning: A Data-Repurposing Approach
10.1213/ane.0000000000004651 · 2020 · External reference
Neural oscillations demonstrate that general anesthesia and sedative states are neurophysiologically distinct from sleep
10.1016/j.conb.2017.04.011 · 2017 · External reference
A comparison of propofol- and dexmedetomidine-induced electroencephalogram dynamics using spectral and coherence analysis
10.1097/aln.0000000000000419 · 2014 · External reference
SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach
10.1371/journal.pone.0216456 · 2019 · External reference
Unresolved reference
External reference
DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG
10.1109/tnsre.2017.2721116 · 2017 · External reference
