Seizures

Seizures

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

4,550 articles

Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 2710-2730 of 4,550 articles

Ensemble learning based on overlapping clusters of subjects to predict microsleep states from EEG.

Microsleeps are brief and involuntary instances of complete loss of sleep-related consciousness. We ...

Jul 2018 30441035

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance.

This study presents a novel, deep, fully convolutional architecture which is optimized for the task ...

Jul 2018 30441669

The combined use of virtual reality and EEG to study language processing in naturalistic environments.

When we comprehend language, we often do this in rich settings where we can use many cues to underst...

Apr 2018 28550656

A review and experimental study on the application of classifiers and evolutionary algorithms in EEG-based brain-machine interface systems.

OBJECTIVE: Considering the importance and the near-future development of noninvasive brain-machine i...

Apr 2018 28718779

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series.

Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disor...

Apr 2018 29641380

Robust Support Matrix Machine for Single Trial EEG Classification.

Electroencephalogram (EEG) signals are of complex structure and can be naturally represented as matr...

Mar 2018 29522399

As above, so below? Towards understanding inverse models in BCI.

OBJECTIVE: In brain-computer interfaces (BCI), measurements of the user's brain activity are classif...

Feb 2018 28816702

VLSI Design of SVM-Based Seizure Detection System With On-Chip Learning Capability.

Portable automatic seizure detection system is very convenient for epilepsy patients to carry. In or...

Feb 2018 29377805

Research: Use of Dry Electroencephalogram and Support Vector for Objective Pain Assessment.

The reliability of normal gel-based electrode electroencephalogram (EEG) for measuring pain has been...

Jan 2018 30260658

Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features.

BACKGROUND: Epilepsy is a common chronic neurological disorder of the brain. Clinically, epileptic s...

Jan 2018 29710759

[Machine Learning-based Prediction of Seizure-inducing Action as an Adverse Drug Effect].

　During the preclinical research period of drug development, animal testing is widely used to help s...

Jan 2018 29863052

Automated EEG artifact elimination by applying machine learning algorithms to ICA-based features.

OBJECTIVE: Biological and non-biological artifacts cause severe problems when dealing with electroen...

Aug 2017 28497769

Epileptic seizure detection based on the kernel extreme learning machine.

This paper presents a pattern recognition model using multiple features and the kernel extreme learn...

Jul 2017 28582928

Design of deep convolutional networks for prediction of image rapid serial visual presentation events.

We report in this paper an investigation of convolutional neural network (CNN) models for target pre...

Jul 2017 29060296

Robot-assisted procedures in pediatric neurosurgery.

OBJECTIVE During the last 3 decades, robotic technology has rapidly spread across several surgical f...

May 2017 28463617

Automatic epileptic seizure detection in EEGs using MF-DFA, SVM based on cloud computing.

BACKGROUND: Epilepsy is a chronic disease with transient brain dysfunction that results from the sud...

Jan 2017 28269816

Epileptic seizure detection in EEG signal with GModPCA and support vector machine.

BACKGROUND AND OBJECTIVE: Epilepsy is one of the most common neurological disorders caused by recurr...

Jan 2017 28372267

[A Classification Algorithm for Epileptic Electroencephalogram Based on Wavelet Multiscale Analysis and Extreme Learning Machine].

The automatic classification of epileptic electroencephalogram(EEG)is significant in the diagnosis a...

Dec 2016 29714962

Simple, rapid and highly sensitive HPLC method for measurement of Lamotrigine in human plasma and its clinical applications.

Spikes in Lamotrigine concentrations levels and associated clinical toxicity may occur unpredictably...

Nov 2016 28412689

EEG classification for motor imagery and resting state in BCI applications using multi-class Adaboost extreme learning machine.

Brain-computer interface (BCI) systems provide an alternative communication and control approach for...

Aug 2016 27587163

Application of cross-correlated delay shift rule in spiking neural networks for interictal spike detection.

This study proposes a Cross-Correlated Delay Shift (CCDS) supervised learning rule to train neurons ...

Aug 2016 28268446

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