Neurology

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

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Predicting trail-making test performance using 7-Tesla structural cerebral MRI.

Psychopharmaceutical therapy has seen a lack of improvement in efficacy, highlighting the need for a...

(3)
Oct 2026 42897153
Identification of Succinylation-Related Transcriptional Signatures in Alzheimer's Disease: Integrated Bioinformatics Analysis and Clinical Validation.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder involving mitochondrial dysfunc...

(3)
Oct 2026 42897366
Advanced Detection of Pre-Ictal Stages in Epilepsy Using Convolutional Neural Networks and Automated Feature Extraction.

During a seizure, the neurons in the brain are firing abnormally. It is important to identify the sy...

(3)
Oct 2026 42898945
Development of a Natural Language Processing Algorithm to Aid Creation of a Surgical Spine Database.

BACKGROUND: Manual effort required for feature extraction from operative reports can be time-intensi...

(3)
Oct 2026 42893773
Zona incerta circuits in cognition and the regulation of sleep and wakefulness: potential relevance to Alzheimer's disease.

Alzheimer's disease (AD) is characterized by progressive cognitive decline and prominent disturbance...

(4)
Oct 2026 42893780
Sleep Stage Classification Across Heterogeneous EEG/EOG Channels with Multi-channel Differential Transformer.

Classification of sleep stages is essential for assessing sleep quality and diagnosing sleep disorde...

(2)
Oct 2026 42894601
Epileptic seizure onset early warning using a lightweight multimodal self-explainable neural network.

BackgroundCutting-edge deep learning algorithms are applied to epileptic seizures to uncover hidden ...

(2)
Oct 2026 42885766
Machine Learning in Hand Pathology Diagnosis: A Narrative Review of Current Insights.

Machine learning (ML), a subset of artificial intelligence (AI), is revolutionizing health care. Giv...

(4)
Oct 2026 42885855
A Machine Learning Model With Temporal Validation for Predicting Walking Ability in Nontraumatic Spinal Cord Injury.

BACKGROUND: Walking ability is the priority for spinal cord injury (SCI) patients. Nontraumatic SCI ...

(3)
Oct 2026 42885901
VERIDAH: solving enumeration anomaly-aware vertebra labeling across imaging sequences.

OBJECTIVES: Although the identification of enumeration anomalies has potential clinical implications...

(3)
Oct 2026 42886249
AI for Poststroke Epilepsy: Scoping Review of Imaging-Based Prediction Models and Implications for African Settings.

BACKGROUND: Poststroke seizures (PSS) and poststroke epilepsy (PSE) are important neurological compl...

(3)
Oct 2026 42886770
Therapeutic-scale CAR-NK microrobots with programmable swarm navigation for targeted solid tumor therapy.

An urgent requirement in chimeric antigen receptor (CAR) immune cell therapy [e.g., CAR-natural kill...

(8)
Oct 2026 42886800
A jointly optimized hybrid framework for epileptic EEG artifact classification.

Accurate classification of artifacts in long-term electroencephalography (EEG) recordings is essenti...

(2)
Oct 2026 42887394
An Efficient Convolutional Neural Network Model for Classifying Positive Affective States from EEG Data Considering Sleep Condition.

BACKGROUND: The recognition of affective states from EEG recordings considering the sleep condition ...

(4)
Oct 2026 42887654
Establishing Diagnosis Models for Autism Spectrum Disorder With Auditory Brainstem Response Using Machine Learning Methods.

This study aimed to develop and validate models built using machine learning methods for the diagnos...

(6)
Oct 2026 42885320
Multi-dataset benchmarking and preliminary transfer learning for lower-limb EMG classification toward adaptive prosthesis control.

PURPOSE: Reliable decoding of lower-limb motor intent from surface electromyography signals remains ...

(4)
Oct 2026 42891512
Electroencephalography Changes in Emotional Recognition: A Signal Processing Approach Using Wavelet Features.

BACKGROUND: motion recognition using electroencephalography (EEG) has gained significant attention i...

Oct 2026 42890958
Health Literacy and Communication in Stroke Prevention, Management, and Recovery: A Scientific Statement From the American Heart Association.

Health literacy is a critical component of high-quality stroke care. Across the continuum from preve...

(7)
Oct 2026 42877955
Artificial intelligence EEG biomarkers for schizophrenia diagnosis: Systematic review with PROBAST+AI assessment.

BACKGROUND: The application of artificial intelligence (AI) to resting-state electroencephalography ...

(4)
Oct 2026 42878218
Sensor-integrated AI-assisted gait training in dementia and Parkinson's disease: A single-session pre-post study.

BackgroundGait impairment in dementia and Parkinson's disease (PD) contributes to falls, reduced mob...

(4)
Oct 2026 42878527
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