Cargando…

A sequential learning model with GNN for EEG-EMG-based stroke rehabilitation BCI

INTRODUCTION: Brain-computer interfaces (BCIs) have the potential in providing neurofeedback for stroke patients to improve motor rehabilitation. However, current BCIs often only detect general motor intentions and lack the precise information needed for complex movement execution, mainly due to ins...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Haoyang, Ji, Hongfei, Yu, Jian, Li, Jie, Jin, Lingjing, Liu, Lingyu, Bai, Zhongfei, Ye, Chen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150013/ https://www.ncbi.nlm.nih.gov/pubmed/37139522 http://dx.doi.org/10.3389/fnins.2023.1125230

Ejemplares similares

Subject-independent EEG classification based on a hybrid neural network
por: Zhang, Hao, et al.
Publicado: (2023)

EEG-Based Brain Network Analysis of Chronic Stroke Patients After BCI Rehabilitation Training
por: Zhan, Gege, et al.
Publicado: (2022)

Editorial: EMG/EEG Signals-Based Control of Assistive and Rehabilitation Robots
por: Gopura, R. A. R. C., et al.
Publicado: (2022)

EEG Signal Complexity Measurements to Enhance BCI-Based Stroke Patients’ Rehabilitation
por: Al-Qazzaz, Noor Kamal, et al.
Publicado: (2023)

Case report: post-stroke interventional BCI rehabilitation in an individual with preexisting sensorineural disability
por: Young, Brittany M., et al.
Publicado: (2014)

Editorial: EMG/EEG signals-based control of assistive and rehabilitation robots, volume II
por: Gopura, R. A. R. C., et al.
Publicado: (2023)

Effects of Gamification in BCI Functional Rehabilitation
por: de Castro-Cros, Martí, et al.
Publicado: (2020)

Effects of user mental state on EEG-BCI performance
por: Myrden, Andrew, et al.
Publicado: (2015)

Changes in EEG Brain Connectivity Caused by Short-Term BCI Neurofeedback-Rehabilitation Training: A Case Study
por: Wang, Youhao, et al.
Publicado: (2021)

DTI measures track and predict motor function outcomes in stroke rehabilitation utilizing BCI technology
por: Song, Jie, et al.
Publicado: (2015)

Immediate and long-term effects of BCI-based rehabilitation of the upper extremity after stroke: a systematic review and meta-analysis
por: Bai, Zhongfei, et al.
Publicado: (2020)

BCI-Based Rehabilitation on the Stroke in Sequela Stage
por: Miao, Yangyang, et al.
Publicado: (2020)

Fast Recognition of BCI-Inefficient Users Using Physiological Features from EEG Signals: A Screening Study of Stroke Patients
por: Shu, Xiaokang, et al.
Publicado: (2018)

A low-cost and portable wrist exoskeleton using EEG-sEMG combined strategy for prolonged active rehabilitation
por: Yang, Shiqi, et al.
Publicado: (2023)

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification
por: Shi, Shuhao, et al.
Publicado: (2021)

EEG-Based BCI Control Schemes for Lower-Limb Assistive-Robots
por: Tariq, Madiha, et al.
Publicado: (2018)

Editorial: Recent advances in EEG (non-invasive) based BCI applications
por: Islam, Md. Kafiul, et al.
Publicado: (2023)

Task Transfer Learning for EEG Classification in Motor Imagery-Based BCI System
por: Zheng, Xuanci, et al.
Publicado: (2020)

Realizing the Application of EEG Modeling in BCI Classification: Based on a Conditional GAN Converter
por: Zhang, Xiaodong, et al.
Publicado: (2021)

Homology Characteristics of EEG and EMG for Lower Limb Voluntary Movement Intention
por: Zhang, Xiaodong, et al.
Publicado: (2021)

Gamma band activity associated with BCI performance: simultaneous MEG/EEG study
por: Ahn, Minkyu, et al.
Publicado: (2013)

Ipsilesional Mu Rhythm Desynchronization and Changes in Motor Behavior Following Post Stroke BCI Intervention for Motor Rehabilitation
por: Remsik, Alexander B., et al.
Publicado: (2019)

Emotion-Related Consciousness Detection in Patients With Disorders of Consciousness Through an EEG-Based BCI System
por: Pan, Jiahui, et al.
Publicado: (2018)

Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE)—A Novel ICA-Based Algorithm for Removing Myoelectric Artifacts From EEG
por: Li, Yongcheng, et al.
Publicado: (2021)

Evaluating Convolutional Neural Networks as a Method of EEG–EMG Fusion
por: Tryon, Jacob, et al.
Publicado: (2021)

Analysis of circadian rhythm components in EEG/EMG data of aged mice
por: Masuda, Kosaku, et al.
Publicado: (2023)

The Hybrid BCI
por: Pfurtscheller, Gert, et al.
Publicado: (2010)

Hybrid EEG–fNIRS-Based Eight-Command Decoding for BCI: Application to Quadcopter Control
por: Khan, Muhammad Jawad, et al.
Publicado: (2017)

Toward a Hybrid Passive BCI for the Modulation of Sustained Attention Using EEG and fNIRS
por: Karran, Alexander J., et al.
Publicado: (2019)

Non-invasive EEG-based BCI spellers from the beginning to today: a mini-review
por: Maslova, Olga, et al.
Publicado: (2023)

A learnable EEG channel selection method for MI-BCI using efficient channel attention
por: Tong, Lina, et al.
Publicado: (2023)

A review on EMG/EEG based control scheme of upper limb rehabilitation robots for stroke patients
por: Sarhan, Saad M., et al.
Publicado: (2023)

Effective Synchronization of EEG and EMG for Mobile Brain/Body Imaging in Clinical Settings
por: Artoni, Fiorenzo, et al.
Publicado: (2018)

sEMG-Based Trunk Compensation Detection in Rehabilitation Training
por: Ma, Ke, et al.
Publicado: (2019)

sEMG-Based Gesture Classifier for a Rehabilitation Glove
por: Copaci, Dorin, et al.
Publicado: (2022)

A Study of the Effects of Electrode Number and Decoding Algorithm on Online EEG-Based BCI Behavioral Performance
por: Meng, Jianjun, et al.
Publicado: (2018)

Brain–Computer Interface (BCI) Applications in Mapping of Epileptic Brain Networks Based on Intracranial-EEG: An Update
por: Alkawadri, Rafeed
Publicado: (2019)

Elucidation of EEG Characteristics of Fuzzy Reasoning-Based Heuristic BCI and Its Application to Patient With Brain Infarction
por: Saga, Norihiko, et al.
Publicado: (2021)

Toward EEG-Based BCI Applications for Industry 4.0: Challenges and Possible Applications
por: Douibi, Khalida, et al.
Publicado: (2021)

BCI-Based Consumers' Choice Prediction From EEG Signals: An Intelligent Neuromarketing Framework
por: Mashrur, Fazla Rabbi, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_vhkn67ne1hmuk2lc5ukq5h0v4a