Cargando…

Automatic BASED scoring on scalp EEG in children with infantile spasms using convolutional neural network

In recent years, the Burden of Amplitudes and Epileptiform Discharges (BASED) score has been used as a reliable, accurate, and feasible electroencephalogram (EEG) grading scale for infantile spasms. However, manual EEG annotation is, in general, very time-consuming, and BASED scoring is no exception...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fan, Yuying, Chen, Duo, Wang , Hua, Pan , Yijie, Peng , Xueping, Liu , Xueyan, Liu, Yunhui
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Molecular Biosciences
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399419/ https://www.ncbi.nlm.nih.gov/pubmed/36032671 http://dx.doi.org/10.3389/fmolb.2022.931688

Ejemplares similares

Automatic interictal epileptiform discharge (IED) detection based on convolutional neural network (CNN)
por: Zhang, Ling, et al.
Publicado: (2023)

EEG biomarkers for the diagnosis and treatment of infantile spasms
por: Romero Milà, Blanca, et al.
Publicado: (2022)

Ranking-Based Convolutional Neural Network Models for Peptide-MHC Class I Binding Prediction
por: Chen, Ziqi, et al.
Publicado: (2021)

Understanding structure-guided variant effect predictions using 3D convolutional neural networks
por: Ramakrishnan, Gayatri, et al.
Publicado: (2023)

Deep multi-modal intermediate fusion of clinical record and time series data in mortality prediction
por: Niu, Ke, et al.
Publicado: (2023)

Integration of Random Forest Classifiers and Deep Convolutional Neural Networks for Classification and Biomolecular Modeling of Cancer Driver Mutations
por: Agajanian, Steve, et al.
Publicado: (2019)

Confirmation of infantile spasms resolution by prolonged outpatient EEGs
por: Yuskaitis, Christopher J., et al.
Publicado: (2021)

Mass Detection and Segmentation in Digital Breast Tomosynthesis Using 3D-Mask Region-Based Convolutional Neural Network: A Comparative Analysis
por: Fan, Ming, et al.
Publicado: (2020)

A Semi-automatic Diagnosis of Hip Dysplasia on X-Ray Films
por: Yang, Guangyao, et al.
Publicado: (2020)

Infantile Spasms: An Update on Pre-Clinical Models and EEG Mechanisms
por: Janicot, Remi, et al.
Publicado: (2020)

Automatic Bayesian Weighting for SAXS Data
por: Spill, Yannick G., et al.
Publicado: (2021)

The early electroclinical manifestations of infantile spasms: A video EEG study
por: Iype, Mary, et al.
Publicado: (2016)

Transformer-Based High-Frequency Oscillation Signal Detection on Magnetoencephalography From Epileptic Patients
por: Guo, Jiayang, et al.
Publicado: (2022)

The Hydrogen-Coupled Oligopeptide Membrane Cotransporter Pept2 is SUMOylated in Kidney Distal Convoluted Tubule Cells
por: Aroankins, Takwa S., et al.
Publicado: (2021)

Identifying SM-miRNA associations based on layer attention graph convolutional network and matrix decomposition
por: Ni, Jie, et al.
Publicado: (2022)

ThermoScan: Semi-automatic Identification of Protein Stability Data From PubMed
por: Turina, Paola, et al.
Publicado: (2021)

A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
por: Merlet, Benjamin, et al.
Publicado: (2016)

Extracellular and Intracellular Angiotensin II Regulate the Automaticity of Developing Cardiomyocytes via Different Signaling Pathways
por: Qi, Zenghua, et al.
Publicado: (2021)

Treatment of infantile spasms
por: Hussain, Shaun A.
Publicado: (2018)

Comprehensive Analysis on Prognosis and Immune Infiltration of Lysyl Oxidase Family Members in Pancreatic Adenocarcinoma With Experimental Verification
por: Jiang, Chao, et al.
Publicado: (2022)

Reconciling Simulations and Experiments With BICePs: A Review
por: Voelz, Vincent A., et al.
Publicado: (2021)

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

LncRNA-MCM3AP-AS1 Promotes the Progression of Infantile Hemangiomas by Increasing miR-138-5p/HIF-1α Axis-Regulated Glycolysis
por: Mei, Haijun, et al.
Publicado: (2021)

Deep learning based CT images automatic analysis model for active/non-active pulmonary tuberculosis differential diagnosis
por: Nijiati, Mayidili, et al.
Publicado: (2022)

Application of High-Frequency Oscillations on Scalp EEG in Infant Spasm: A Prospective Controlled Study
por: Yan, Lisi, et al.
Publicado: (2021)

Development of TACE Refractoriness Scores in Hepatocellular Carcinoma
por: Chen, Li, et al.
Publicado: (2021)

Gaussian-Based Smooth Dielectric Function: A Surface-Free Approach for Modeling Macromolecular Binding in Solvents
por: Chakravorty, Arghya, et al.
Publicado: (2018)

DFMD: Fast and Effective DelPhiForce Steered Molecular Dynamics Approach to Model Ligand Approach Toward a Receptor: Application to Spermine Synthase Enzyme
por: Peng, Yunhui, et al.
Publicado: (2019)

Dynamically Accumulating Homologous Recombination Deficiency Score Served as an Important Prognosis Factor in High-Grade Serous Ovarian Cancer
por: Su, Rongjia, et al.
Publicado: (2021)

The Efficacy of the Ketogenic Diet in Improving Seizures and EEG Findings in Patients with Refractory Infantile Spasms
por: HANIFIHA, Melika, et al.
Publicado: (2022)

Cold-Induced RNA-Binding Protein Promotes Glucose Metabolism and Reduces Apoptosis by Increasing AKT Phosphorylation in Mouse Skeletal Muscle Under Acute Cold Exposure
por: Liu, Yang, et al.
Publicado: (2021)

Automatic and Direct Identification of Blink Components from Scalp EEG
por: Kong, Wanzeng, et al.
Publicado: (2013)

Implications of Lifestyle Factors and Polygenic Risk Score for Absolute Risk Prediction of Colorectal Neoplasm and Risk-Adapted Screening
por: Chen, Hongda, et al.
Publicado: (2021)

Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions
Publicado: (2022)

Hybrid MM/CG Webserver: Automatic Set Up of Molecular Mechanics/Coarse-Grained Simulations for Human G Protein-Coupled Receptor/Ligand Complexes
por: Schneider, Jakob, et al.
Publicado: (2020)

Molecular Mechanisms of Exercise on Cancer: A Bibliometrics Study and Visualization Analysis via CiteSpace
por: Zhong, Dongling, et al.
Publicado: (2022)

Predicting the Stone-Free Status of Percutaneous Nephrolithotomy With the Machine Learning System: Comparative Analysis With Guy’s Stone Score and the S.T.O.N.E Score System
por: Zhao, Hong, et al.
Publicado: (2022)

Protein Docking Model Evaluation by Graph Neural Networks
por: Wang, Xiao, et al.
Publicado: (2021)

Topiramate Monotherapy in Infantile Spasm
por: Kwon, Young-Se, et al.
Publicado: (2006)

A cuproptosis-related lncRNAs signature for prognosis, chemotherapy, and immune checkpoint blockade therapy of low-grade glioma
por: Yan, Xiuwei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ts2asgnedkavs6qfoicqm31fq2