Neurology

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

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Showing 2941-2961 of 12,840 articles
Systematic machine learning approach for cerebral aneurysm feature selection and rupture status classification.

BACKGROUND: Current methods of intracranial aneurysm rupture risk assessment in the clinical setting...

Dec 2025 41370993
Quantitative EEG enhances early assessment and prognostic stratification of brain dysfunction in infants with abusive head trauma.

AIM: To assess the value of quantitative EEG (qEEG) as a diagnostic and prognostic biomarker in infa...

(2)
Dec 2025 41371169
Transcriptomic analysis of plasma small extracellular vesicles identifies potential diagnostic biomarkers for Parkinson's disease dementia.

INTRODUCTION: Blood-based biomarkers that can aid diagnosis of Parkinson's Disease (PD) dementia (PD...

Dec 2025 41385896
Machine learning models for CT-based classification of ischemic stroke onset time within or beyond 4.5 h: a comparison of approaches.

OBJECTIVES: To compare machine learning models using different combinations of clinical and imaging ...

Dec 2025 41359159
Intelligent electroencephalogram feature engineering for rapid mental health diagnosis.

Schizophrenia is one of the serious disorders and, if left untreated, can result in a range of probl...

Dec 2025 41385954
Using, misusing, and improving online machine learning-based meta-analysis of neuroimaging published data: A perspective on NeuroQuery.

Online, text-based meta-analysis tools for large databases represent a new digital advance for medic...

Dec 2025 41467210
AlzStack: Forecasting early-onset Alzheimer's with an explainable AI system using multiple data balancing techniques.

Alzheimer's disease (AD) is a degenerative neurological disease that progresses over time, making ea...

(1)
Dec 2025 41476457
Technical Review of Magnetic Resonance Fingerprinting Applications in Cerebral Physiology.

Magnetic resonance fingerprinting (MRF) enables quantitative MRI by allowing the simultaneous mappin...

Dec 2025 41353764
Persistent dysmorphology and dysfunction of the brain microvasculature following repeated trauma.

Mild traumatic brain injury typically produces no abnormalities on neuroimaging yet elicits symptoms...

(1)
Dec 2025 41355194
An event-based filtering and weighted enhanced deep learning epileptic seizure prediction method.

The timely detection of impending seizures can offer physicians a critical window of opportunity to ...

Dec 2025 41386154
Integrating administrative health data and machine learning to predict ALS onset.

BACKGROUND: This study aims to develop a Machine Learning (ML) model to predict the initial diagnosi...

(3)
Dec 2025 41347776
Enhancing Asleep Deep Brain Stimulation Targeting for Essential Tremor Using Machine Learning: The OPTIVIM Phase 2 Study.

BACKGROUND AND OBJECTIVES: Deep brain stimulation (DBS) is an effective treatment of essential tremo...

Dec 2025 41626878
Balancing Innovation and Responsibility: Ethical and Privacy Challenges in Stroke Digital Health.

Digital health solutions are being increasingly used to support care delivery across various medical...

Dec 2025 41347310
Lightweight Seizure Prediction Model based on Kernel-Enhanced Global Temporal Attention.

Clinically, epilepsy manifests as a chronic condition marked by unprovoked, recurrent seizures, plag...

(1)
Dec 2025 41350221
Multimodal-based deep learning detected disrupted precuneus connectivity and its related genetic profiles for predicting adults with ADHD.

BACKGROUND: Integrating neuroimaging genetics data may enhance the diagnosis and understanding of ad...

Dec 2025 41354103
The Influence of Sport Representation and Attitudes Toward Strength Training on Neuromuscular Performance Profiles in University Athletes: Part I Female Athletes.

McClean, ZJ, da Silva Torres, R, Herzog, W, Pasanen, K, Lun, V, Nimphius, S, and Jordan, MJ. The inf...

(1)
Dec 2025 41359935
Toward Scalable Electromyography in Oncology: A Narrative Review of Normalization Challenges and Machine Learning Innovations.

OBJECTIVES: Electromyography (EMG) is increasingly applied in oncology to monitor neuromuscular impa...

(1)
Dec 2025 41353009
Neurophysiological differentiation of Boder's dyslexia subtypes using harmonised quantitative EEG cross-spectra.

Developmental dyslexia is a heterogeneous disorder classically divided into distinct subtypes. Elena...

(1)
Dec 2025 41354314
A comparative analysis of SCALE-CTP and RAPID in determining the affected brain volumes of patients with ischemic stroke.

BACKGROUND: Computed tomography perfusion (CTP) is widely used to treat acute strokes. The affected ...

Dec 2025 41354368
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