Cargando…

An effective fusion model for seizure prediction: GAMRNN

The early prediction of epileptic seizures holds paramount significance in patient care and medical research. Extracting useful spatial-temporal features to facilitate seizure prediction represents a primary challenge in this field. This study proposes GAMRNN, a novel methodology integrating a dual-...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ji, Hong, Xu, Ting, Xue, Tao, Xu, Tao, Yan, Zhiqiang, Liu, Yonghong, Chen, Badong, Jiang, Wen
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/PMC10477703/ https://www.ncbi.nlm.nih.gov/pubmed/37674519 http://dx.doi.org/10.3389/fnins.2023.1246995

Ejemplares similares

Functional Source Separation for EEG-fMRI Fusion: Application to Steady-State Visual Evoked Potentials
por: Ji, Hong, et al.
Publicado: (2019)

Patient-specific approach using data fusion and adversarial training for epileptic seizure prediction
por: Yang, Yong, et al.
Publicado: (2023)

Conflicting Effects of Methylglyoxal and Potential Significance of miRNAs for Seizure Treatment
por: Tao, Hua, et al.
Publicado: (2018)

Groupwise structural sparsity for discriminative voxels identification
por: Ji, Hong, et al.
Publicado: (2023)

Epileptic seizures detection and the analysis of optimal seizure prediction horizon based on frequency and phase analysis
por: Jiang, Ximiao, et al.
Publicado: (2023)

Epileptic Seizure Prediction Based on Permutation Entropy
por: Yang, Yanli, et al.
Publicado: (2018)

Prediction of the Seizure Suppression Effect by Electrical Stimulation via a Computational Modeling Approach
por: Ahn, Sora, et al.
Publicado: (2017)

ADGRV1 Variants in Febrile Seizures/Epilepsy With Antecedent Febrile Seizures and Their Associations With Audio-Visual Abnormalities
por: Zhou, Peng, et al.
Publicado: (2022)

DEPDC5 Variants Associated Malformations of Cortical Development and Focal Epilepsy With Febrile Seizure Plus/Febrile Seizures: The Role of Molecular Sub-Regional Effect
por: Liu, Liu, et al.
Publicado: (2020)

Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning
por: Yang, Shuangming, et al.
Publicado: (2022)

EEG channel selection based on sequential backward floating search for motor imagery classification
por: Tang, Chao, et al.
Publicado: (2022)

IL-33 Provides Neuroprotection through Suppressing Apoptotic, Autophagic and NF-κB-Mediated Inflammatory Pathways in a Rat Model of Recurrent Neonatal Seizure
por: Gao, Yuan, et al.
Publicado: (2017)

D-Serine Contributes to Seizure Development via ERK Signaling
por: Ma, Tie, et al.
Publicado: (2019)

PDI Knockdown Inhibits Seizure Activity in Acute Seizure and Chronic Epilepsy Rat Models via S-Nitrosylation-Independent Thiolation on NMDA Receptor
por: Jeon, A. Ran, et al.
Publicado: (2018)

Expert and deep learning model identification of iEEG seizures and seizure onset times
por: Arcot Desai, Sharanya, et al.
Publicado: (2023)

Predicted molecules and signaling pathways for regulating seizures in the hippocampus in lithium-pilocarpine induced acute epileptic rats: A proteomics study
por: Wang, Peng, et al.
Publicado: (2022)

Partial maximum correntropy regression for robust electrocorticography decoding
por: Li, Yuanhao, et al.
Publicado: (2023)

ATP6V0C Is Associated With Febrile Seizures and Epilepsy With Febrile Seizures Plus
por: Tian, Yang, et al.
Publicado: (2022)

Subthalamic nucleus stimulation attenuates motor seizures via modulating the nigral orexin pathway
por: Xue, Tao, et al.
Publicado: (2023)

A Model-Based Assessment of the Seizure Onset Zone Predictive Power to Inform the Epileptogenic Zone
por: Lopes, Marinho A., et al.
Publicado: (2019)

Seizure-induced overexpression of NPY induces epileptic tolerance in a mouse model of spontaneous recurrent seizures
por: Drexel, Meinrad, et al.
Publicado: (2022)

A review of the effect of the light environment of the VDT workspace on the “learning to learn” effect of video game training
por: Cheng, Xiang, et al.
Publicado: (2023)

The Subiculum: A Potential Site of Ictogenesis in a Neonatal Seizure Model
por: Wang, Xin-Xin, et al.
Publicado: (2017)

AFF2 Is Associated With X-Linked Partial (Focal) Epilepsy With Antecedent Febrile Seizures
por: Zou, Dongfang, et al.
Publicado: (2022)

Epileptic Seizure Detection Based on EEG Signals and CNN
por: Zhou, Mengni, et al.
Publicado: (2018)

Multi-feature fusion learning for Alzheimer's disease prediction using EEG signals in resting state
por: Chen, Yonglin, et al.
Publicado: (2023)

Seizure Prediction and Detection via Phase and Amplitude Lock Values
por: Myers, Mark H., et al.
Publicado: (2016)

Seizure Prediction in EEG Signals Using STFT and Domain Adaptation
por: Peng, Peizhen, et al.
Publicado: (2022)

A multi-frame network model for predicting seizure based on sEEG and iEEG data
por: Lu, Liangfu, et al.
Publicado: (2022)

Cyclooxygenase-1 as a Potential Therapeutic Target for Seizure Suppression: Evidences from Zebrafish Pentylenetetrazole-Seizure Model
por: Barbalho, Patrícia Gonçalves, et al.
Publicado: (2016)

Vagus Nerve Stimulation Therapy for the Treatment of Seizures in Refractory Postencephalitic Epilepsy: A Retrospective Study
por: Sun, Yulin, et al.
Publicado: (2021)

Beclin1 Deficiency Suppresses Epileptic Seizures
por: Yang, Min, et al.
Publicado: (2022)

Photolysis of Caged-GABA Rapidly Terminates Seizures In Vivo: Concentration and Light Intensity Dependence
por: Wang, Dan, et al.
Publicado: (2017)

A One-Dimensional CNN-LSTM Model for Epileptic Seizure Recognition Using EEG Signal Analysis
por: Xu, Gaowei, et al.
Publicado: (2020)

A two-branch trade-off neural network for balanced scoring sleep stages on multiple cohorts
por: Zhang, Di, et al.
Publicado: (2023)

Blast TBI Models, Neuropathology, and Implications for Seizure Risk
por: Kovacs, S. Krisztian, et al.
Publicado: (2014)

Efficient graph convolutional networks for seizure prediction using scalp EEG
por: Jia, Manhua, et al.
Publicado: (2022)

Effects of Cerebrolysin on Hippocampal Neuronal Death After Pilocarpine-Induced Seizure
por: Kang, Dong Hyeon, et al.
Publicado: (2020)

Utilizing risk-controlling prediction calibration to reduce false alarm rates in epileptic seizure prediction
por: Segal, Galya, et al.
Publicado: (2023)

Selective activation of the hypothalamic orexinergic but not melanin-concentrating hormone neurons following pilocarpine-induced seizures in rats
por: He, Zhenquan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_vn4t1u5iqfmfbml5tem31t1pvp