Neurology

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

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Machine learning models for predicting postpartum convulsions using clinical indicators from PMA Ethiopia data.

Postpartum convulsions, defined as seizure episodes occurring after childbirth during the postpartum...

(1)
Jun 2026 42225886
Characterizing Central-Autonomic Dynamics During an Episodic Memory Task Using Multi-Modal Neural and Cardiomechanical Signals.

OBJECTIVE: Memory function underlies mental and behavioral health. While the role of the central ner...

(1)
Jun 2026 41105533
Cross-Hemispheric Spatial-Temporal Attention Network for Decoding Silent Speech From EEG.

OBJECTIVE: Speech, as the core of advanced human cognition, is fundamental to social interaction and...

Jun 2026 41129430
A Hierarchical Multimodal Framework for Sedation Monitoring in ICU Patients.

In the intensive care unit (ICU), monitoring sedation levels is crucial. Clinicians often rely on in...

(3)
Jun 2026 41150235
An Active Dry-Contact Continuous EEG Monitoring System for Seizure Detection Applications in Clinical Neurophysiology.

OBJECTIVE: Young children and infants, especially newborns, are highly susceptible to seizures, whic...

Jun 2026 41196782
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing.

The growing demand for continuous physiological monitoring and human-machine interaction in real-wor...

Jun 2026 41525609
A Cross-Disease Microglial Transcriptional Program Characterizes Neurodegeneration and Highlights SPP1 as a Biomarker.

Microglial cells are key players in maintaining brain homeostasis and responding to pathological con...

Jun 2026 42011986
Can Artificial Intelligence Chatbots Plan Therapeutic Ketogenic Diets for Children With Epilepsy?

RATIONALE: Ketogenic Diet Therapy (KDT) is an effective but complex treatment for paediatric drug-re...

Jun 2026 42092297
Literature Commentary June, 2026.

In this issue, the following 4 articles are reviewed by Drs. Mark L. Moster and Deborah I. Friedman,...

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Jun 2026 42133961
A Z-Score Template Method for Person-Specific Augmentation of Clinical Brain MRI: An Investigation in Multiple Sclerosis.

Clinical MRI is essential for managing neurological disorders such as multiple sclerosis (MS) but of...

Jun 2026 42157660
Mechanistic Biomarker Discovery of Perfluorooctanoic Acid Exposure in Parkinson's Disease Through Integrated Toxicogenomic Analysis.

Perfluorooctanoic acid (PFOA) is a common polyfluoroalkyl substance (PFAS) with possible neurotoxic ...

(2)
Jun 2026 42159207
Interpretable Deep Regression Models With Interval-Censored Failure Time Data.

Deep neural networks (DNNs) have become powerful tools for modeling complex data structures through ...

Jun 2026 42179352
Deep learning for automatic segmentation of the inferior alveolar nerve using a hybrid CNN-transformer framework.

Accurate identification of the inferior alveolar nerve (IAN) is essential for preventing nerve injur...

(1)
Jun 2026 42219396
A novel and accurate EEG emotion classification model based on multiple attention local binary patterns.

BACKGROUND: Electroencephalography (EEG) signals play a crucial role in understanding brain activity...

Jun 2026 42219487
Mechanistic Insights into PET-MPs-Aggravated Ischemic Stroke via Integrated Computational-Experimental Approaches.

Microplastics, especially the environmentally pervasive polyethylene terephthalate microplastics (PE...

May 2026 42219954
Beyond clinical predictors: Determining the impact of psychosocial factors in chronic pain after spinal cord injury.

UNLABELLED: â–’: Although chronic pain is common after traumatic SCI, prognostic models have tradition...

(2)
May 2026 42225229
AI-Driven discovery of brain-penetrant mTOR-independent autophagy enhancers for Alzheimer's disease.

Current Alzheimer's disease therapies offer limited efficacy and are often accompanied by significan...

(1)
May 2026 42218670
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