An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification

Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals

(2022) Mohammed Diykh et al.   MEASUREMENT

Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG

(2022) Minfang Tang et al.   Biomedical Signal Processing and Control

Sleeping stage classification based on joint quaternion valued singular spectrum analysis and ensemble empirical mode decomposition

(2021) Zuo Huang et al.   Biomedical Signal Processing and Control

Automatic sleep stage classification using time–frequency images of CWT and transfer learning using convolution neural network

(2020) Pankaj Jadhav et al.   Biocybernetics and Biomedical Engineering

Automated phase classification in cyclic alternating patterns in sleep stages using Wigner-Ville Distribution based features

(2020) Shivani Dhok et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG

(2020) Hogeon Seo et al.   Biomedical Signal Processing and Control

Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals

(2020) Rajesh Kumar Tripathy et al.   Entropy

A new framework for classification of multi-category hand grasps using EMG signals

(2020) Firas Sabar Miften et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A review of automated sleep stage scoring based on physiological signals for the new millennia

(2019) Oliver Faust et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals

(2019) Mohammed Diykh et al.   Biomedical Signal Processing and Control

EEG sleep stages identification based on weighted undirected complex networks

(2019) Mohammed Diykh et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm

(2019) Shahab Abdulla et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic sleep stages classification using optimize flexible analytic wavelet transform

(2019) Sachin Taran et al.   KNOWLEDGE-BASED SYSTEMS

Automated sleep scoring: A review of the latest approaches

(2019) Luigi Fiorillo et al.   SLEEP MEDICINE REVIEWS

Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images

(2019) Panteleimon Chriskos et al.   IEEE Transactions on Neural Networks and Learning Systems

Mixed Neural Network Approach for Temporal Sleep Stage Classification

(2018) Hao Dong et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series

(2018) Stanislas Chambon et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classification of sleep stages based on LSTAR model

(2018) Peyman Ghasemzadeh et al.   APPLIED SOFT COMPUTING

Segmentation and characterization of acoustic event spectrograms using singular value decomposition

(2018) Manjunath Mulimani et al.   EXPERT SYSTEMS WITH APPLICATIONS

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

(2017) Akara Supratak et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A decision support system for automated identification of sleep stages from single-channel EEG signals

(2017) Ahnaf Rashik Hassan et al.   KNOWLEDGE-BASED SYSTEMS

Sleep Neurophysiological Dynamics Through the Lens of Multitaper Spectral Analysis

(2017) Michael J. Prerau et al.   PHYSIOLOGY

A decision support system for automatic sleep staging from EEG signals using tunable Q-factor wavelet transform and spectral features

(2016) Ahnaf Rashik Hassan et al.   JOURNAL OF NEUROSCIENCE METHODS

Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain

(2016) Thiago L. T. da Silveira et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Analysis and Classification of Sleep Stages Based on Difference Visibility Graphs From a Single-Channel EEG Signal

(2014) Guohun Zhu et al.   IEEE Journal of Biomedical and Health Informatics

Automatic sleep stage recurrent neural classifier using energy features of EEG signals

(2012) Yu-Liang Hsu et al.   NEUROCOMPUTING

Sleep scoring using artificial neural networks

(2011) Marina Ronzhina et al.   SLEEP MEDICINE REVIEWS

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

(2010) Zhenhua Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING