Cargando…

EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis

Sleep staging is considered as an effective indicator for auxiliary diagnosis of sleep diseases and related psychiatric diseases, so it attracts a lot of attention from sleep researchers. Nevertheless, sleep staging based on visual inspection of tradition is subjective, time-consuming, and error-pro...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Bingtao, Lei, Tao, Liu, Hong, Cai, Hanshu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6142786/ https://www.ncbi.nlm.nih.gov/pubmed/30254690 http://dx.doi.org/10.1155/2018/6534041

Ejemplares similares

Automatic sleep staging using ear-EEG
por: Mikkelsen, Kaare B., et al.
Publicado: (2017)

Spatial–Temporal EEG Fusion Based on Neural Network for Major Depressive Disorder Detection
por: Zhang, Bingtao, et al.
Publicado: (2023)

Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy
por: Gangstad, Sirin W., et al.
Publicado: (2019)

EEG-Based Sleep Staging Analysis with Functional Connectivity
por: Huang, Hui, et al.
Publicado: (2021)

Modulation of Sleep Architecture by Whole-Body Static Magnetic Exposure: A Study Based on EEG-Based Automatic Sleep Staging
por: Yang, Lei, et al.
Publicado: (2022)

Automatic Sleep Monitoring Using Ear-EEG
Publicado: (2017)

Combining lexical and context features for automatic ontology extension
por: Althubaiti, Sara, et al.
Publicado: (2020)

Automatic sleep staging of single-channel EEG based on domain adversarial neural networks and domain self-attention
por: Gao, Dong-Rui, et al.
Publicado: (2023)

Achieving Accurate Automatic Sleep Staging on Manually Pre-processed EEG Data Through Synchronization Feature Extraction and Graph Metrics
por: Chriskos, Panteleimon, et al.
Publicado: (2018)

A Deep Learning Strategy for Automatic Sleep Staging Based on Two-Channel EEG Headband Data
por: Casciola, Amelia A., et al.
Publicado: (2021)

CAttSleepNet: Automatic End-to-End Sleep Staging Using Attention-Based Deep Neural Networks on Single-Channel EEG
por: Li, Tingting, et al.
Publicado: (2022)

SeriesSleepNet: an EEG time series model with partial data augmentation for automatic sleep stage scoring
por: Lee, Minji, et al.
Publicado: (2023)

An Automatic Sleep Stage Classification Algorithm Using Improved Model Based Essence Features
por: Shen, Huaming, et al.
Publicado: (2020)

A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence
por: Zhu, Liqiang, et al.
Publicado: (2021)

Real-time, automatic, open-source sleep stage classification system using single EEG for mice
por: Tezuka, Taro, et al.
Publicado: (2021)

Influence of Channel Selection and Subject’s Age on the Performance of the Single Channel EEG-Based Automatic Sleep Staging Algorithms
por: Nazih, Waleed, et al.
Publicado: (2023)

A Comparison Study on Multidomain EEG Features for Sleep Stage Classification
por: Zhang, Yu, et al.
Publicado: (2017)

Automatic Sleep-Stage Scoring in Healthy and Sleep Disorder Patients Using Optimal Wavelet Filter Bank Technique with EEG Signals
por: Sharma, Manish, et al.
Publicado: (2021)

Spotlight on Sleep Stage Classification Based on EEG
por: Lambert, Isabelle, et al.
Publicado: (2023)

Automatic detection of abnormal EEG signals using multiscale features with ensemble learning
por: Wu, Tao, et al.
Publicado: (2022)

CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG
por: Neng, Wenpeng, et al.
Publicado: (2021)

Ontorat: automatic generation of new ontology terms, annotations, and axioms based on ontology design patterns
por: Xiang, Zuoshuang, et al.
Publicado: (2015)

Automatic Sleep Staging Algorithm Based on Time Attention Mechanism
por: Feng, Li-Xiao, et al.
Publicado: (2021)

Automatic consistency assurance for literature-based gene ontology annotation
por: Chen, Jiyu, et al.
Publicado: (2021)

Automatic diagnosis of COVID-19 infection based on ontology reasoning
por: Wu, Huanhuan, et al.
Publicado: (2021)

Case comparison of sleep features from ear-EEG and scalp-EEG
por: Zibrandtsen, I., et al.
Publicado: (2016)

EEG Microstate Features as an Automatic Recognition Model of High-Density Epileptic EEG Using Support Vector Machine
por: Yang, Li, et al.
Publicado: (2022)

Exploring deep residual network based features for automatic schizophrenia detection from EEG
por: Siuly, Siuly, et al.
Publicado: (2023)

Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals
por: Lee, Boon-Giin, et al.
Publicado: (2014)

Feature ranking and rank aggregation for automatic sleep stage classification: a comparative study
por: Najdi, Shirin, et al.
Publicado: (2017)

Automatic Sleep-Arousal Detection with Single-Lead EEG Using Stacking Ensemble Learning
por: Chien, Ying-Ren, et al.
Publicado: (2021)

REM Sleep Stage Identification with Raw Single-Channel EEG
por: Toban, Gabriel, et al.
Publicado: (2023)

Validation of an Automatic Arousal Detection Algorithm for Whole-Night Sleep EEG Recordings
por: Chylinski, Daphne, et al.
Publicado: (2020)

Intelligent automatic sleep staging model based on CNN and LSTM
por: Zhuang, Lan, et al.
Publicado: (2022)

Linked open data-based framework for automatic biomedical ontology generation
por: Alobaidi, Mazen, et al.
Publicado: (2018)

Exploring automatic inconsistency detection for literature-based gene ontology annotation
por: Chen, Jiyu, et al.
Publicado: (2022)

Identification of Veterans With PTSD Based on EEG Features Collected During Sleep
por: Laxminarayan, Srinivas, et al.
Publicado: (2020)

Interoperability between Biomedical Ontologies through Relation Expansion, Upper-Level Ontologies and Automatic Reasoning
por: Hoehndorf, Robert, et al.
Publicado: (2011)

Automatic Diagnosis of Mild Cognitive Impairment Based on Spectral, Functional Connectivity, and Nonlinear EEG-Based Features
por: Movahed, Reza Akbari, et al.
Publicado: (2022)

Evaluation of a Single-Channel EEG-Based Sleep Staging Algorithm
por: Zhao, Shanguang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ru1qj6ff7erihk5rti0kqn5ofv