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

Showing 1030-1050 of 3,743 articles

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 PMID: 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 PMID: 35065325

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 PMID: 35055457

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 PMID: 34920443

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 PMID: 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 PMID: 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 PMID: 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 PMID: 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 PMID: 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 PMID: 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 PMID: 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 PMID: 35847545

Neurology

Browse Categories

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.

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

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

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.

Epileptic Seizures Detection in EEG Signals Using Fusion Handcrafted and Deep Learning Features.

Can we predict anti-seizure medication response in focal epilepsy using machine learning?

A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction.

Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning.

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