Related references
Note: Only part of the references are listed.A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals
Afshin Shoeibi et al.
EXPERT SYSTEMS WITH APPLICATIONS (2021)
Molecular Diversity of Anesthetic Actions Is Evident in Electroencephalogram Effects in Humans and Animals
Sarah Eagleman et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2021)
Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach
Zhenghua Chen et al.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2021)
Poincare Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
Kazuma Hayase et al.
FRONTIERS IN PHYSIOLOGY (2021)
Real-Time EEG Signal Classification for Monitoring and Predicting the Transition Between Different Anaesthetic States
Tai Nguyen-Ky et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2021)
Epileptic State Classification by Fusing Hand-Crafted and Deep Learning EEG Features
Dinghan Hu et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS (2021)
An EEG-Based Hypnotic State Monitor for Patients During General Anesthesia
Fatima Hameed Khan et al.
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS (2021)
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From From EEG Signals
Sara Afshar et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
On the Behavior of MEMD in Presence of Multivariate Fractional Gaussian Noise
Ali Komaty et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2021)
DeprNet: A Deep Convolution Neural Network Framework for Detecting Depression Using EEG
Ayan Seal et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2021)
Monitoring the level of hypnosis using a hierarchical SVM system
Ahmad Shalbaf et al.
JOURNAL OF CLINICAL MONITORING AND COMPUTING (2020)
Monitoring the Depth of Anesthesia Through the Use of Cerebral Hemodynamic Measurements Based on Sample Entropy Algorithm
Gang Wang et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2020)
Monitoring Depth of Anesthesia Based on Hybrid Features and Recurrent Neural Network
Ronglin Li et al.
FRONTIERS IN NEUROSCIENCE (2020)
A Wearable EEG Instrument for Real-Time Frontal Asymmetry Monitoring in Worker Stress Analysis
Pasquale Arpaia et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)
Towards a Comprehensive Understanding of Anesthetic Mechanisms of Action: A Decade of Discovery
Hugh C. Hemmings et al.
TRENDS IN PHARMACOLOGICAL SCIENCES (2019)
Use of Multiple EEG Features and Artificial Neural Network to Monitor the Depth of Anesthesia
Yue Gu et al.
SENSORS (2019)
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Cynthia Rudin
NATURE MACHINE INTELLIGENCE (2019)
Monitoring the Depth of Anesthesia Using a New Adaptive Neurofuzzy System
Ahmad Shalbaf et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2018)
Emergence EEG pattern classification in sevoflurane anesthesia
Zhenhu Liang et al.
PHYSIOLOGICAL MEASUREMENT (2018)
Improved spectrum analysis in EEG for measure of depth of anesthesia based on phase-rectified signal averaging
Quan Liu et al.
PHYSIOLOGICAL MEASUREMENT (2017)
Quasi-Periodicities Detection Using Phase-Rectified Signal Averaging in EEG Signals as a Depth of Anesthesia Monitor
Quan Liu et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)
Characterizing Awake and Anesthetized States Using a Dimensionality Reduction Method
M. Mirsadeghi et al.
JOURNAL OF MEDICAL SYSTEMS (2016)
A comparison of five different algorithms for EEG signal analysis in artifacts rejection for monitoring depth of anesthesia
Quan Liu et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2016)
Spectral entropy monitoring for adults and children undergoing general anaesthesia
Anjolie Chhabra et al.
COCHRANE DATABASE OF SYSTEMATIC REVIEWS (2016)
Rationale and Design of the Balanced Anesthesia Study: A Prospective Randomized Clinical Trial of Two Levels of Anesthetic Depth on Patient Outcome After Major Surgery
Timothy G. Short et al.
ANESTHESIA AND ANALGESIA (2015)
Poincare analysis of the electroencephalogram during sevoflurane anesthesia
Kazuko Hayashi et al.
CLINICAL NEUROPHYSIOLOGY (2015)
EEG entropy measures in anesthesia
Zhenhu Liang et al.
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2015)
Frontal-Temporal Synchronization of EEG Signals Quantified by Order Patterns Cross Recurrence Analysis During Propofol Anesthesia
Reza Shalbaf et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2015)
Closed-Loop Control of Anesthesia: A Primer for Anesthesiologists
Guy A. Dumont et al.
ANESTHESIA AND ANALGESIA (2013)
Prevention of Intraoperative Awareness with Explicit Recall Making Sense of the Evidence
Michael S. Avidan et al.
ANESTHESIOLOGY (2013)
Consciousness and Depth of Anesthesia Assessment Based on Bayesian Analysis of EEG Signals
Tai Nguyen-Ky et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)
Monitoring the depth of anesthesia using entropy features and an artificial neural network
Reza Shalbaf et al.
JOURNAL OF NEUROSCIENCE METHODS (2013)
Measuring and Reflecting Depth of Anesthesia Using Wavelet and Power Spectral Density
Tai Nguyen-Ky et al.
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2011)
Heart rate variability - a historical perspective
George E. Billman
FRONTIERS IN PHYSIOLOGY (2011)
The Effect of Bispectral Index Monitoring on Long-Term Survival in the B-Aware Trial
Kate Leslie et al.
ANESTHESIA AND ANALGESIA (2010)
Association of Perioperative Risk Factors and Cumulative Duration of Low Bispectral Index with Intermediate-term Mortality after Cardiac Surgery in the B-Unaware Trial
Miklos D. Kertai et al.
ANESTHESIOLOGY (2010)
Improving the accuracy of depth of anaesthesia using modified detrended fluctuation analysis method
T. Nguyen-Ky et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2010)
Multiscale permutation entropy analysis of EEG recordings during sevoflurane anesthesia
Duan Li et al.
JOURNAL OF NEURAL ENGINEERING (2010)
Mechanisms of Disease: General Anesthesia, Sleep, and Coma.
Emery N. Brown et al.
NEW ENGLAND JOURNAL OF MEDICINE (2010)
Using permutation entropy to measure the electroencephalographic effects of sevoflurane
Xiaoli Li et al.
ANESTHESIOLOGY (2008)
Detrended fluctuation analysis of EEG as a measure of depth of anesthesia
Mathieu Jospin et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2007)
Late psychological symptoms after awareness among consecutively included surgical patients
Peter Samuelsson et al.
ANESTHESIOLOGY (2007)
Different conditions that could result in the bispectral index indicating an incorrect hypnotic state
AA Dahaba
ANESTHESIA AND ANALGESIA (2005)
Description of the Entropy™ algorithm as applied in the Datex-Ohmeda S/5™ Entropy Module
H Viertiö-Oja et al.
ACTA ANAESTHESIOLOGICA SCANDINAVICA (2004)
The incidence of awareness during anesthesia: A multicenter United States study
PS Sebel et al.
ANESTHESIA AND ANALGESIA (2004)
A study of the characteristics of white noise using the empirical mode decomposition method
ZH Wu et al.
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2004)
The brainweb: Phase synchronization and large-scale integration
F Varela et al.
NATURE REVIEWS NEUROSCIENCE (2001)