Cargando…

Classification Approach for Attention Assessment via Singular Spectrum Analysis Based on Single-Channel Electroencephalograms

Attention refers to the human psychological ability to focus on doing an activity. The attention assessment plays an important role in diagnosing attention deficit hyperactivity disorder (ADHD). In this paper, the attention assessment is performed via a classification approach. First, the single-cha...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Weirong, Ling, Bingo Wing-Kuen, Li, Ruilin, Lin, Zhengjia, Liu, Qing, Shao, Jizhen, Ho, Charlotte Yuk-Fan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867040/ https://www.ncbi.nlm.nih.gov/pubmed/36679558 http://dx.doi.org/10.3390/s23020761

Ejemplares similares

Suppressing the Spikes in Electroencephalogram via an Iterative Joint Singular Spectrum Analysis and Low-Rank Decomposition Approach
por: Tian, Zikang, et al.
Publicado: (2020)

Evaluation of effectiveness of eye massage therapy via classification of periocular images
por: Zheng, Xiao-Ben, et al.
Publicado: (2021)

Fusion of various optimisation based feature smoothing methods for wearable and non‐invasive blood glucose estimation
por: Wei, Yiting, et al.
Publicado: (2023)

Estimation of Heart Rate and Respiratory Rate from PPG Signal Using Complementary Ensemble Empirical Mode Decomposition with both Independent Component Analysis and Non-Negative Matrix Factorization
por: Lei, Ruisheng, et al.
Publicado: (2020)

Assessing attentional task-related electroencephalogram signal variations by using mobile electroencephalogram technology: An experimental study
por: Matsuo, Moemi, et al.
Publicado: (2023)

Multi-Channel Singular Spectrum Analysis on Geocenter Motion and Its Precise Prediction
por: Jin, Xin, et al.
Publicado: (2021)

Singular spectrum analysis with R
por: Golyandina, Nina, et al.
Publicado: (2018)

Empirical Mode Decomposition Based Multi-Modal Activity Recognition
por: Hu, Lingyue, et al.
Publicado: (2020)

Multi‐model fusion of classifiers for blood pressure estimation
por: Ye, Qi, et al.
Publicado: (2021)

Deep Learning-Based Synthesized View Quality Enhancement with DIBR Distortion Mask Prediction Using Synthetic Images
por: Zhang, Huan, et al.
Publicado: (2022)

Normal vibration distribution search-based differential evolution algorithm for multimodal biomedical image registration
por: Gui, Peng, et al.
Publicado: (2023)

Singular Spectrum Analysis for Background Initialization with Spatio-Temporal RGB Color Channel Data
por: Le, Huy D., et al.
Publicado: (2021)

Selection of the Best Electroencephalogram Channel to Predict the Depth of Anesthesia
por: Dubost, Clement, et al.
Publicado: (2019)

Personality first in emotion: a deep neural network based on electroencephalogram channel attention for cross-subject emotion recognition
por: Tian, Zhihang, et al.
Publicado: (2021)

Singular spectrum analysis: using R
por: Hassani, Hossein, et al.
Publicado: (2018)

Singular spectrum analysis for time series
por: Golyandina, Nina, et al.
Publicado: (2013)

Singular spectrum analysis for time series
por: Golyandina, Nina, et al.
Publicado: (2020)

The Role of Quantitative Electroencephalogram in the Diagnosis and Subgrouping of Attention-Deficit/Hyperactivity Disorder
por: Bong, Su Hyun, et al.
Publicado: (2021)

Electroencephalogram-Based Motor Imagery Signals Classification Using a Multi-Branch Convolutional Neural Network Model with Attention Blocks
por: Altuwaijri, Ghadir Ali, et al.
Publicado: (2022)

Classification of Amino Acids Using Hybrid Terahertz Spectrum and an Efficient Channel Attention Convolutional Neural Network
por: Wang, Bo, et al.
Publicado: (2022)

Approximate entropy and support vector machines for electroencephalogram signal classification
por: Zhang, Zhen, et al.
Publicado: (2013)

Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features
por: Wang, Yuting, et al.
Publicado: (2022)

Compensated Integrated Gradients for Reliable Explanation of Electroencephalogram Signal Classification
por: Kawai, Yuji, et al.
Publicado: (2022)

Channel-spatial attention network for fewshot classification
por: Zhang, Yan, et al.
Publicado: (2019)

Knowledge-based identification of sleep stages based on two forehead electroencephalogram channels
por: Huang, Chih-Sheng, et al.
Publicado: (2014)

Seizure detection with reduced electroencephalogram channels: research trends and outlook
por: Maher, Christina, et al.
Publicado: (2023)

Unsupervised Learning for Monaural Source Separation Using Maximization–Minimization Algorithm with Time–Frequency Deconvolution †
por: Woo, Wai Lok, et al.
Publicado: (2018)

Hybrid Low-Order and Higher-Order Graph Convolutional Networks
por: Lei, Fangyuan, et al.
Publicado: (2020)

Semi-Supervised Multi-View Clustering with Weighted Anchor Graph Embedding
por: Wang, Senhong, et al.
Publicado: (2021)

Topological invariants of quasi-ordinary singularities: embedded topological classification of quasi-ordinary singularities
por: Lipman, Joseph, et al.
Publicado: (1988)

A study on EEG feature extraction and classification in autistic children based on singular spectrum analysis method
por: Zhao, Jie, et al.
Publicado: (2020)

Limit theorems for random fields with singular spectrum
por: Leonenko, Nikolai
Publicado: (1999)

Neuromodulating attention and mind-wandering processes with multi-session real-time electroencephalogram
por: Gonçalves, Óscar F., et al.
Publicado: (2018)

Heartfulness Meditation Alters Electroencephalogram Oscillations: An Electroencephalogram Study
por: Krishna, Dwivedi, et al.
Publicado: (2022)

Noise Robustness Low-Rank Learning Algorithm for Electroencephalogram Signal Classification
por: Gao, Ming, et al.
Publicado: (2021)

A heterogeneous graph convolutional attention network method for classification of autism spectrum disorder
por: Shao, Lizhen, et al.
Publicado: (2023)

Complexity of Multi-Channel Electroencephalogram Signal Analysis in Childhood Absence Epilepsy
por: Weng, Wen-Chin, et al.
Publicado: (2015)

Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention mechanism for older adults
por: Jiang, Lei, et al.
Publicado: (2022)

The electroencephalogram in syncope
por: Komagamine, Junpei
Publicado: (2018)

Detecting Earthquake-Related Anomalies of a Borehole Strain Network Based on Multi-Channel Singular Spectrum Analysis
por: Yu, Zining, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_edv1hs62k7qbekdn9bfh8j9mcv