Seizures

Seizures

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

4,541 articles

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

Showing 1849-1869 of 4,541 articles

Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework.

Recent technological advances in machine learning offer the possibility of decoding complex datasets...

Feb 2018 29366532

Machine Learning EEG to Predict Cognitive Functioning and Processing Speed Over a 2-Year Period in Multiple Sclerosis Patients and Controls.

Event-related potentials (ERPs) show promise to be objective indicators of cognitive functioning. Th...

Jan 2018 29380079

Classification of Pre-Clinical Seizure States Using Scalp EEG Cross-Frequency Coupling Features.

OBJECTIVE: This work proposes a machine-learning based system for a scalp EEG that flags an alarm in...

Jan 2018 29993471

A Biologically Inspired Approach to Frequency Domain Feature Extraction for EEG Classification.

Classification of electroencephalogram (EEG) signal is important in mental decoding for brain-comput...

Jan 2018 29796060

Random ensemble learning for EEG classification.

Real-time detection of seizure activity in epilepsy patients is critical in averting seizure activit...

Jan 2018 29306539

Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification.

The brain activity observed on EEG electrodes is influenced by volume conduction and functional conn...

Dec 2017 29370728

Focal Onset Seizure Prediction Using Convolutional Networks.

OBJECTIVE: This paper investigates the hypothesis that focal seizures can be predicted using scalp e...

Dec 2017 29989952

Epileptic seizure detection in EEG signal using machine learning techniques.

Epilepsy is a well-known nervous system disorder characterized by seizures. Electroencephalograms (E...

Dec 2017 29264792

Epileptic Seizures Prediction Using Machine Learning Methods.

Epileptic seizures occur due to disorder in brain functionality which can affect patient's health. P...

Dec 2017 29410700

Epileptic seizure detection using DWT-based approximate entropy, Shannon entropy and support vector machine: a case study.

In this work, we have used a time-frequency domain analysis method called discrete wavelet transform...

Dec 2017 29251059

Intrinsic interactive reinforcement learning - Using error-related potentials for real world human-robot interaction.

Reinforcement learning (RL) enables robots to learn its optimal behavioral strategy in dynamic envir...

Dec 2017 29242555

Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System.

BACKGROUND: Seizure prediction can increase independence and allow preventative treatment for patien...

Dec 2017 29262989

Bullying incidences identification within an immersive environment using HD EEG-based analysis: A Swarm Decomposition and Deep Learning approach.

Bullying is an everlasting phenomenon and the first, yet difficult, step towards the solution is its...

Dec 2017 29230046

An EEG-based functional connectivity measure for automatic detection of alcohol use disorder.

BACKGROUND: The abnormal alcohol consumption could cause toxicity and could alter the human brain's ...

Nov 2017 29169647

Code-modulated visual evoked potentials using fast stimulus presentation and spatiotemporal beamformer decoding.

When encoding visual targets using various lagged versions of a pseudorandom binary sequence of lumi...

Nov 2017 29118386

Convolutional Neural Networks with 3D Input for P300 Identification in Auditory Brain-Computer Interfaces.

From allowing basic communication to move through an environment, several attempts are being made in...

Nov 2017 29250108

Quantitative surface analysis of combined MRI and PET enhances detection of focal cortical dysplasias.

OBJECTIVE: Focal cortical dysplasias (FCDs) often cause pharmacoresistant epilepsy, and surgical res...

Oct 2017 29097316

CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI.

BACKGROUND: Classification of electroencephalography (EEG) signals for motor imagery based brain com...

Oct 2017 29100117

Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach.

Mental stress has been identified as one of the major contributing factors that leads to various dis...

Oct 2017 29043535

Improving the Accuracy and Training Speed of Motor Imagery Brain-Computer Interfaces Using Wavelet-Based Combined Feature Vectors and Gaussian Mixture Model-Supervectors.

In this paper, we propose a set of wavelet-based combined feature vectors and a Gaussian mixture mod...

Oct 2017 28991172

Automated diagnosis of temporal lobe epilepsy in the absence of interictal spikes.

OBJECTIVE: To diagnose and lateralise temporal lobe epilepsy (TLE) by building a classification syst...

Sep 2017 29527470

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