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

Showing 1324-1344 of 4,533 articles

WeDea: A New EEG-Based Framework for Emotion Recognition.

With the development of sensing technologies and machine learning, techniques that can identify emot...

Jan 2022 34156955

Electroclinical spectrum of generalized paroxysmal fast activity in adults without epileptic encephalopathy.

INTRODUCTION: Generalized paroxysmal fast activity (GPFA) is a rare and underreported EEG pattern kn...

Jan 2022 35034232

Enhanced Recognition of Amputated Wrist and Hand Movements by Deep Learning Method Using Multimodal Fusion of Electromyography and Electroencephalography.

Motion classification can be performed using biometric signals recorded by electroencephalography (E...

Jan 2022 35062641

Deep learning of early brain imaging to predict post-arrest electroencephalography.

INTRODUCTION: Guidelines recommend use of computerized tomography (CT) and electroencephalography (E...

Jan 2022 35041875

Fine motor impairment in children with epilepsy: Relations with seizure severity and lateralizing value.

Motor skill deficits are common in epilepsy. The Grooved Pegboard Test (GPT) is the most commonly us...

Jan 2022 35016052

Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

OBJECTIVE: To develop an adaptive framework for seizure detection in real-time that is practical to ...

Jan 2022 35065325

A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface.

Brain-computer interface (BCI) aims to establish communication paths between the brain processes and...

Jan 2022 34920443

Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features.

This paper puts forward a new method of landscape recognition and evaluation by using aerial video a...

Jan 2022 35055457

Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG.

This study applies adaptive mixture independent component analysis (AMICA) to learn a set of ICA mod...

Jan 2022 34998969

A Multibranch of Convolutional Neural Network Models for Electroencephalogram-Based Motor Imagery Classification.

Automatic high-level feature extraction has become a possibility with the advancement of deep learni...

Jan 2022 35049650

Deep learning reveals personalized spatial spectral abnormalities of high delta and low alpha bands in EEG of patients with early Parkinson's disease.

Parkinson's disease (PD) is one of the most common neurodegenerative diseases, and early diagnosis i...

Dec 2021 34875634

Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks.

Color has an important role in object recognition and visual working memory (VWM). Decoding color VW...

Dec 2021 34895115

Radiological identification of temporal lobe epilepsy using artificial intelligence: a feasibility study.

Temporal lobe epilepsy is associated with MRI findings reflecting underlying mesial temporal scleros...

Dec 2021 35243343

Learning Spatial-Spectral-Temporal EEG Representations with Deep Attentive-Recurrent-Convolutional Neural Networks for Pain Intensity Assessment.

Electroencephalogram (EEG)-based quantitative pain measurement is valuable in the field of clinical ...

Nov 2021 34843893

Attentional load classification in multiple object tracking task using optimized support vector machine classifier: a step towards cognitive brain-computer interface.

Cognitive brain-computer interface (cBCI) is an emerging area with applications in neurorehabilitati...

Nov 2021 34825850

LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals.

Electroencephalography (EEG) signals collected from human brains have generally been used to diagnos...

Nov 2021 35847545

Neurology

Browse Categories

WeDea: A New EEG-Based Framework for Emotion Recognition.

Electroclinical spectrum of generalized paroxysmal fast activity in adults without epileptic encephalopathy.

Enhanced Recognition of Amputated Wrist and Hand Movements by Deep Learning Method Using Multimodal Fusion of Electromyography and Electroencephalography.

Deep learning of early brain imaging to predict post-arrest electroencephalography.

Fine motor impairment in children with epilepsy: Relations with seizure severity and lateralizing value.

Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface.

Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features.

Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG.

A Multibranch of Convolutional Neural Network Models for Electroencephalogram-Based Motor Imagery Classification.

Deep learning reveals personalized spatial spectral abnormalities of high delta and low alpha bands in EEG of patients with early Parkinson's disease.

Decoding Color Visual Working Memory from EEG Signals Using Graph Convolutional Neural Networks.

Radiological identification of temporal lobe epilepsy using artificial intelligence: a feasibility study.

Learning Spatial-Spectral-Temporal EEG Representations with Deep Attentive-Recurrent-Convolutional Neural Networks for Pain Intensity Assessment.

Attentional load classification in multiple object tracking task using optimized support vector machine classifier: a step towards cognitive brain-computer interface.

LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals.

A deep learning approach in automated detection of schizophrenia using scalogram images of EEG signals.

Study on Horizon Scanning with a Focus on the Development of AI-Based Medical Products: Citation Network Analysis.

An adversarial discriminative temporal convolutional network for EEG-based cross-domain emotion recognition.

Deep learning-based diagnosis of temporal lobe epilepsy associated with hippocampal sclerosis: An MRI study.

DNA methylation-based classification of malformations of cortical development in the human brain.

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