Related references
Note: Only part of the references are listed.Unsupervised multi-subepoch feature learning and hierarchical classification for EEG-based sleep staging
Panfeng An et al.
EXPERT SYSTEMS WITH APPLICATIONS (2021)
SWT-kurtosis based algorithm for elimination of electrical shift and linear trend from EEG signals
Mohammad Shahbakhti et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
A New dispersion entropy and fuzzy logic system methodology for automated classification of dementia stages using electroencephalograms
Juan P. Amezquita-Sanchez et al.
CLINICAL NEUROLOGY AND NEUROSURGERY (2021)
IoT-Based Unobtrusive Sensing for Sleep Quality Monitoring and Assessment
Jung-Yoon Kim et al.
IEEE SENSORS JOURNAL (2021)
Nonlinear Modeling of Cortical Responses to Mechanical Wrist Perturbations Using the NARMAX Method
Yuanlin Gu et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2021)
A Systematic Review of Sensing Technologies for Wearable Sleep Staging
Syed Anas Imtiaz
SENSORS (2021)
Sleep Staging Using Plausibility Score: A Novel Feature Selection Method Based on Metric Learning
Tao Zhang et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
Automatic sleep staging with a single-channel EEG based on ensemble empirical mode decomposition
Cong Liu et al.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2021)
A Deep Learning Strategy for Automatic Sleep Staging Based on Two-Channel EEG Headband Data
Amelia A. Casciola et al.
SENSORS (2021)
Reliable sleep staging of unseen subjects with fusion of multiple EEG features and RUSBoost
Ritika Jain et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model
Bufang Yang et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2021)
Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG
Ebrahim Khalili et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)
Awakening to sleep disorders in Europe: Survey on education, knowledge and treatment competence of European residents and neurologists
Martin Rakusa et al.
EUROPEAN JOURNAL OF NEUROLOGY (2021)
Smart Sleep Monitoring System via Passively Sensing Human Vibration Signals
Fangyu Li et al.
IEEE SENSORS JOURNAL (2021)
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors
Zhenghua Chen et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning
Nannapas Banluesombatkul et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)
Identification of the General Anesthesia Induced Loss of Consciousness by Cross Fuzzy Entropy-Based Brain Network
Fali Li et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2021)
U-Sleep: resilient high-frequency sleep staging
Mathias Perslev et al.
NPJ DIGITAL MEDICINE (2021)
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Emadeldeen Eldele et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2021)
Linear and nonlinear interrelations show fundamentally distinct network structure in preictal intracranial EEG of epilepsy patients
Michael Mueller et al.
HUMAN BRAIN MAPPING (2020)
Original Automatic sleep stage classification using time-frequency images of CWT and transfer learning using convolution neural network
Pankaj Jadhav et al.
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2020)
A Sleep Apnea Monitoring IC for Respiration, Heart-Rate, SpO2 and Pulse-Transit Time Measurement Using Thermistor, PPG and Body-Channel Communication
Dong-Hee Kim et al.
IEEE SENSORS JOURNAL (2020)
Constructing a Consciousness Meter Based on the Combination of Non-Linear Measurements and Genetic Algorithm-Based Support Vector Machine
Zhenhu Liang et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Personalized automatic sleep staging with single-night data: a pilot study with Kullback-Leibler divergence regularization
Huy Phan et al.
PHYSIOLOGICAL MEASUREMENT (2020)
SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach
Sajad Mousavi et al.
PLOS ONE (2019)
Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features
Jose Kunnel Paul et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2019)
Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring
Merel M. van Gilst et al.
BMJ OPEN (2019)
Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals
Nicola Michielli et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2019)
nCREANN: Nonlinear Causal Relationship Estimation by Artificial Neural Network; Applied for Autism Connectivity Study
Nasibeh Talebi et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)
An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank
Manish Sharma et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2018)
A Novel Multi-Class EEG-Based Sleep Stage Classification System
Pejman Memar et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2018)
Sleep stage classification using single-channel EOG
Md Mosheyur Rahman et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2018)
Bubble Entropy: An Entropy Almost Free of Parameters
George Manis et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2017)
DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG
Akara Supratak et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System
Rifai Chai et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2017)
Global and local complexity of intracranial EEG decreases during NREM sleep
Michael M. Schartner et al.
NEUROSCIENCE OF CONSCIOUSNESS (2017)
Application of Higuchi's fractal dimension from basic to clinical neurophysiology: A review
Srdjan Kesic et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2016)
Dispersion Entropy: A Measure for Time-Series Analysis
Mostafa Rostaghi et al.
IEEE SIGNAL PROCESSING LETTERS (2016)
Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource
Dennis A. Dean et al.
SLEEP (2016)
Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource
Dennis A. Dean et al.
SLEEP (2016)
Drowsiness detection based on the analysis of breathing rate obtained from real-time image recognition
Jose Solaz et al.
TRANSPORT RESEARCH ARENA TRA2016 (2016)
Smartwatch-Based Wearable EEG System for Driver Drowsiness Detection
Gang Li et al.
IEEE SENSORS JOURNAL (2015)
Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines
Tarek Lajnef et al.
JOURNAL OF NEUROSCIENCE METHODS (2015)
Automatic classification of infant sleep based on instantaneous frequencies in a single-channel EEG signal
Maja Cic et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2013)
Analysis of a sleep-dependent neuronal feedback loop: The slow-wave microcontinuity of the EEG
B Kemp et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2000)