Neurology

Seizures

Latest AI and machine learning research in seizures for healthcare professionals.

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Showing 1240-1260 of 4,533 articles
Sex differences in rTMS treatment response: A deep learning-based EEG investigation.

INTRODUCTION: The present study aimed to investigate sex differences in response to repetitive trans...

Jul 2022 35879921
Impact of EEG Frequency Bands and Data Separation on the Performance of Person Verification Employing Neural Networks.

The paper is devoted to the study of EEG-based people verification. Analyzed solutions employed shal...

Jul 2022 35898033
Classification of motor imagery EEG using deep learning increases performance in inefficient BCI users.

Motor Imagery Brain-Computer Interfaces (MI-BCIs) are AI-driven systems that capture brain activity ...

Jul 2022 35867703
Classification and Reconstruction of Biomedical Signals Based on Convolutional Neural Network.

The efficient biological signal processing method can effectively improve the efficiency of research...

Jul 2022 35909845
Development of a natural language processing algorithm to extract seizure types and frequencies from the electronic health record.

OBJECTIVE: To develop a natural language processing (NLP) algorithm to abstract seizure types and fr...

Jul 2022 35882104
Aberrated Multidimensional EEG Characteristics in Patients with Generalized Anxiety Disorder: A Machine-Learning Based Analysis Framework.

Although increasing evidences support the notion that psychiatric disorders are associated with abno...

Jul 2022 35891100
A Hybrid Expert System for Individualized Quantification of Electrical Status Epilepticus During Sleep Using Biogeography-Based Optimization.

Electrical status epilepticus during sleep (ESES) is an epileptic encephalopathy in children with co...

Jul 2022 35763464
A multi-modal assessment of sleep stages using adaptive Fourier decomposition and machine learning.

Healthy sleep is essential for the rejuvenation of the body and helps in maintaining good health. Ma...

Jul 2022 35853400
EEG based depression recognition using improved graph convolutional neural network.

Depression is a global psychological disease that does serious harm to people. Traditional diagnosti...

Jul 2022 35917638
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks.

Convolutional neural networks (CNNs) have recently been applied to electroencephalogram (EEG)-based ...

Jul 2022 33449886
Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach.

This article addresses the problem of estimating brain effective connectivity from electroencephalog...

Jul 2022 34310324
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning.

In this study, we present a new Deep Learning (DL) architecture for Motor Imagery (MI) based Brain C...

Jul 2022 35759578
Cross-Platform Implementation of an SSVEP-Based BCI for the Control of a 6-DOF Robotic Arm.

Robotics has been successfully applied in the design of collaborative robots for assistance to peopl...

Jul 2022 35808498
A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification.

Artificial intelligence (AI) and health sensory data-fusion hold the potential to automate many labo...

Jul 2022 35263265
SEEG-Net: An explainable and deep learning-based cross-subject pathological activity detection method for drug-resistant epilepsy.

OBJECTIVE: Precise preoperative evaluation of drug-resistant epilepsy (DRE) requires accurate analys...

Jun 2022 35791972
Waveform detection by deep learning reveals multi-area spindles that are selectively modulated by memory load.

Sleep is generally considered to be a state of large-scale synchrony across thalamus and neocortex; ...

Jun 2022 35766286
A method for AI assisted human interpretation of neonatal EEG.

The study proposes a novel method to empower healthcare professionals to interact and leverage AI de...

Jun 2022 35768501
Drowsiness Detection Using Ocular Indices from EEG Signal.

Drowsiness is one of the main causes of road accidents and endangers the lives of road users. Recent...

Jun 2022 35808261
EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review.

Epileptic seizure is one of the most chronic neurological diseases that instantaneously disrupts the...

Jun 2022 35755757
A novel deep learning model based on the ICA and Riemannian manifold for EEG-based emotion recognition.

BACKGROUND: The EEG-based emotion recognition is one of the primary research orientations in the fie...

Jun 2022 35690333
The Masking Impact of Intra-Artifacts in EEG on Deep Learning-Based Sleep Staging Systems: A Comparative Study.

Elimination of intra-artifacts in EEG has been overlooked in most of the existing sleep staging syst...

Jun 2022 35536800
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