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 1723-1743 of 4,541 articles

Multiclass Support Matrix Machines by Maximizing the Inter-Class Margin for Single Trial EEG Classification.

Accurate classification of Electroencephalogram (EEG) signals plays an important role in diagnoses o...

Apr 2019 31021801

Classification of epileptic EEG recordings using signal transforms and convolutional neural networks.

This paper describes the analysis of a deep neural network for the classification of epileptic EEG s...

Apr 2019 31055181

Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition.

Brain-computer interface (BCI) is a system empowering humans to communicate with or control the outs...

Apr 2019 31021810

Spiking Neural Network Modelling Approach Reveals How Mindfulness Training Rewires the Brain.

There has been substantial interest in Mindfulness Training (MT) to understand how it can benefit he...

Apr 2019 31015534

EIQ: EEG based IQ test using wavelet packet transform and hierarchical extreme learning machine.

BACKGROUND: The use of electroencephalography has been perpetually incrementing and has numerous app...

Apr 2019 31022416

SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species.

Understanding sleep and its perturbation by environment, mutation, or medication remains a central p...

Apr 2019 30998681

Deep-learning for seizure forecasting in canines with epilepsy.

OBJECTIVE: This paper introduces a fully automated, subject-specific deep-learning convolutional neu...

Apr 2019 30959492

On the Vulnerability of CNN Classifiers in EEG-Based BCIs.

Deep learning has been successfully used in numerous applications because of its outstanding perform...

Apr 2019 30951472

DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal.

BACKGROUND: Electroencephalography (EEG) monitors brain activity during sleep and is used to identif...

Apr 2019 30946878

Common spatial pattern and wavelet decomposition for motor imagery EEG- fTCD brain-computer interface.

BACKGROUND: Recently, hybrid brain-computer interfaces (BCIs) combining more than one modality have ...

Apr 2019 30946880

Using natural language processing to extract structured epilepsy data from unstructured clinic letters: development and validation of the ExECT (extraction of epilepsy clinical text) system.

OBJECTIVE: Routinely collected healthcare data are a powerful research resource but often lack detai...

Apr 2019 30940752

Use of machine learning in predicting clinical response to transcranial magnetic stimulation in comorbid posttraumatic stress disorder and major depression: A resting state electroencephalography study.

BACKGROUND: Repetitive transcranial magnetic stimulation (TMS) is clinically effective for major dep...

Mar 2019 30978624

Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition.

Electroencephalogram (EEG) has been widely used in emotion recognition due to its high temporal reso...

Mar 2019 30932860

Latent Phase Detection of Hypoxic-Ischemic Spike Transients in the EEG of Preterm Fetal Sheep Using Reverse Biorthogonal Wavelets & Fuzzy Classifier.

Hypoxic-ischemic (HI) studies in preterms lack reliable prognostic biomarkers for diagnostic tests o...

Mar 2019 31184228

On the Relative Contribution of Deep Convolutional Neural Networks for SSVEP-Based Bio-Signal Decoding in BCI Speller Applications.

Brain-computer interfaces (BCI) harnessing steady state visual evoked potentials (SSVEPs) manipulate...

Mar 2019 30872236

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