Neurology

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

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Neuromethods: Basic Techniques for Evaluating the Nervous System in Nonclinical Studies.

The first session of the 2025 European Society of Toxicologic Pathology (ESTP) Congress reviewed rou...

May 2025 40448975
Stroke Sensitivity Calculation in Medical Emergency Calls and Factors Associated With Stroke Suspicion: A Retrospective Registry-Based Study.

STUDY OBJECTIVE: Sensitivity for stroke detection in emergency medical communication centers (EMCCs)...

(2)
May 2025 40448981
Attention-driven deep learning framework for EEG analysis in ADHD detection.

Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder that affects cognit...

May 2025 40449519
Estimating motor symptom presence and severity in Parkinson's disease from wrist accelerometer time series using ROCKET and InceptionTime.

Parkinson's disease (PD) is a neurodegenerative condition characterized by frequently changing motor...

(4)
May 2025 40450120
Microglia-drive IRF8 upregulates complement pathway in Parkinson's disease.

Parkinson's disease (PD) is a widespread degenerative disorder of the central nervous system. The gr...

May 2025 40456297
Resting state EEG classifies developmental status in three-year-old children.

Monitoring cognitive development in early childhood enables detection of problems for timely interve...

May 2025 40479750
Selection, visualization, and explanation of deep features from resting-state fMRI for Alzheimer's disease diagnosis.

Despite the remarkable achievements of deep learning networks in analyzing neuroimaging data for var...

May 2025 40494176
Automated labeling using tracked ultrasound imaging: Application in tracking vertebrae during spine surgery.

PURPOSE: Recent advancements in machine learning (ML) allow for rapid analysis of complex image data...

May 2025 40516484
Identifying and predicting headache trajectories among those with acute post-traumatic headache.

OBJECTIVES/BACKGROUND: Post-traumatic headache (PTH) is a common symptom following mild traumatic br...

May 2025 40444600
Wearable Epilepsy Seizure Detection on FPGA with Spiking Neural Networks.

The development of epilepsy monitoring solutions suitable for everyday use is a very challenging tas...

May 2025 40445816
Personalized medication recommendations for Parkinson's disease patients using gated recurrent units and SHAP interpretability.

Managing Parkinson's disease (PD) through medication can be challenging due to varying symptoms and ...

May 2025 40447777
Classification of epilepsy seizure types in pediatrics based on Turkish EEG reports.

This study focuses on the binary classification of pediatric epilepsy seizure types as focal or gene...

May 2025 40460593
A Hybrid Model of Feature Extraction and Dimensionality Reduction Using ViT, PCA, and Random Forest for Multi-Classification of Brain Cancer.

The brain serves as the central command center for the nervous system in the human body and is made...

May 2025 40506964
Automatic detection of optic canal fractures and recognition and segmentation of anatomical structures in the orbital apex based on artificial intelligence.

BACKGROUND AND OBJECTIVES: Traumatic optic neuropathy (TON) caused by optic canal fractures (OCF) ca...

(2)
May 2025 40519266
Benchmarking machine learning models in lesion-symptom mapping for predicting language outcomes in stroke survivors.

Several decades of research have investigated the neural connections between stroke-induced brain da...

(1)
May 2025 40519564
Identification of NLRP3 Inflammasome-associated Biomarkers by Integrated Bioinformatics Analysis in Neuropathic Pain.

Neuropathic pain (NP) is a chronic disease due to nerve injury, viral infections, etc. Inflammatory ...

(1)
May 2025 40439855
Use of ChatGPT for Urinary Symptom Management Among People With Spinal Cord Injury or Disease: Qualitative Study.

BACKGROUND: Individuals with spinal cord injury or disease (SCI/D) experience disproportionately hig...

May 2025 40440564
Decoding dynamic brain networks in Parkinson's disease with temporal attention.

Detecting brief, clinically meaningful changes in brain activity is crucial for understanding neurol...

May 2025 40442175
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