Neurology

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

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Showing 673-693 of 12,810 articles
Deep learning architectures for EEG-based classification of Dravet syndrome: A comparative study of pre-trained and non-pretrained hybrid CNN-LSTM models.

OBJECTIVE: This study explores the potential of artificial intelligence (AI) using a hybrid deep lea...

(1)
Jul 2026 42536693
Whole genome sequencing in cerebral palsy: a UK paediatric pilot study.

BACKGROUND: Prior international studies indicate that 9-36% of people with cerebral palsy (CP) have ...

Jul 2026 42571358
BFRCNet: addressing the class imbalance problem in the rapid serial visual presentation paradigm for decoding.

Objective.Imbalanced sample sizes in rapid serial visual presentation (RSVP) can substantially compr...

(1)
Jul 2026 41401516
A computational framework for fitting biophysical basal-ganglia network models, applied to Parkinsonian beta oscillations.

Objective.Fitting biophysically detailed spiking-network models to data is constrained by computatio...

(2)
Jul 2026 42398532
Development and external validation of a machine learning model for predicting postoperative hydrocephalus in 1,073 posterior fossa tumor patients.

Postoperative hydrocephalus is a common complication following posterior fossa tumor resection, affe...

Jul 2026 42530672
Integrative Analysis Reveals Interactions Between Gut Microbiota-Derived Metabolites and the Brain in Parkinson's Disease.

Parkinson's disease (PD) is a neurodegenerative disorder increasingly associated with gut microbiota...

(2)
Jul 2026 42530713
[Development and validation of Cefalytics: an artificial intelligence-based application for the rapid diagnosis of primary headaches].

OBJECTIVE: To design and validate a Spanish-language artificial intelligence-based application to su...

(1)
Jul 2026 42531864
From Uniformity to Individuality: Computational Modelling Provides a Mechanistic Rationale for Weight-Adjusted Botulinum Neurotoxin A Dosing.

Fixed-dose Botulinum neurotoxin type A regimens ignore patient-specific variables, such as body weig...

(1)
Jul 2026 42532319
Psychoneuroimmunology-informed strategies for early detection of biological threat exposure: Insights from experimental rodent models.

The growing frequency of emerging infectious diseases, antimicrobial resistance, and accidental or d...

(2)
Jul 2026 42532445
A multi-paradigm and longitudinal EEG dataset including the "sixth-finger" and "affected-hand" motor imagery of stroke patients.

Motor imagery-based brain-computer interface (MI-BCI) applications in stroke rehabilitation aim to m...

(1)
Jul 2026 42533005
Agentic AI for scaling diagnosis and care in neurodegenerative disease.

US healthcare systems are struggling to meet the growing demand for neurological care, particularly ...

Jul 2026 42533108
The promise of deep urine proteomics for diagnosis of cancer, neurologic, and metabolic diseases.

INTRODUCTION: Urine offers a noninvasive and low-cost source of disease biomarkers, yet most proteom...

(1)
Jul 2026 42531325
The Use of Artificial Intelligence in Neonatal Seizure Detection: An Artificial Intelligence-Assisted Systematic Review.

BACKGROUND: Artificial intelligence (AI) is increasingly used in health care. We systematically revi...

(3)
Jul 2026 42522773
Anatomy-specific Performance of CT Angiography-based AI for Anterior Circulation Occlusion: Systematic Review and Meta-Analysis.

Purpose To evaluate anatomy-specific diagnostic performance of CT angiography-based artificial intel...

Jul 2026 42524711
Subthalamic spatio-spectral-connectivity of psychiatric symptoms in Parkinson's disease.

Psychiatric symptoms in Parkinson's disease (PD) are highly prevalent and challenging to treat. This...

(2)
Jul 2026 42524869
Intracranial pressure physiology, monitoring and individualized management in the acute brain injured patient.

Acute brain injury (ABI), including traumatic brain injury, ischemic and hemorrhagic stroke, is asso...

(3)
Jul 2026 42525086
Pre-Training for Large-Scale Functional Connectome Fingerprinting Supports Generalization and Transfer Learning in Functional Neuroimaging.

Functional MRI currently supports a limited application space stemming from modest dataset sizes, la...

Jul 2026 42527301
Neuroimaging in Distal & Medium Vessel Occlusions.

Distal medium vessel occlusions (DMVOs), as a cause of acute ischemic stroke, typically present with...

Jul 2026 42527305
Advancing the FAIRness of Multimodal Imaging Research Through the OMOP MI-CDM Framework: A Case Replication Study in Alzheimer's Disease.

The objective of this study is to demonstrate an end-to-end approach for operationalizing the Findab...

Jul 2026 42527781
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