Neurology

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

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Showing 3634-3654 of 12,924 articles
Epileptic seizure detection in EEG signals using deep learning: LSTM and bidirectional LSTM.

This paper established a new automatic method to detect epileptic seizures in EEG signals based on d...

Apr 2025 40255197
Machine Learning-Enhanced Cerebrospinal Fluid N-Glycome for the Diagnosis and Prognosis of Primary Central Nervous System Lymphoma.

The diagnosis and prognosis of Primary Central Nervous System Lymphoma (PCNSL) present significant c...

Apr 2025 40259603
Alzheimer's Disease Dementia Prevalence in the United States: A County-Level Spatial Machine Learning Analysis.

A growing body of literature has examined the impact of neighborhood characteristics on Alzheimer's ...

(1)
Apr 2025 40257111
Electrochemical activation of alum sludge for the adsorption of lead (Pb(II)) and arsenic (As): Mechanistic insights and machine learning (ML) analysis.

Alum sludge (AlS) has emerged as an effective adsorbent for anionic contaminants, with traditional a...

Apr 2025 40262704
Intersecting impact of CAG repeat and huntingtin knockout in stem cell-derived cortical neurons.

Huntington's Disease (HD) is caused by a CAG repeat expansion in the gene encoding huntingtin (HTT)....

Apr 2025 40258535
Machine Learning-Based Diagnostic Prediction Model Using T1-Weighted Striatal Magnetic Resonance Imaging for Early-Stage Parkinson's Disease Detection.

RATIONALE AND OBJECTIVES: Diagnosing Parkinson's disease (PD) typically relies on clinical evaluatio...

(1)
Apr 2025 40253220
AI-assisted identification of disability patterns within identical EDSS grades.

BACKGROUND: The Neurostatus-Expanded Disability Status Scale (EDSS) is the most frequently used meas...

(1)
Apr 2025 40248861
Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients.

This study introduces a Brain-Computer Interface (BCI)-controlled upper limb assistive robot for pos...

(1)
Apr 2025 40323825
Integrative neurorehabilitation using brain-computer interface: From motor function to mental health after stroke.

Stroke remains a leading cause of mortality and long-term disability worldwide, frequently resulting...

Apr 2025 40240152
Transcriptomic analyses of human brains with Alzheimer's disease identified dysregulated epilepsy-causing genes.

BACKGROUND & OBJECTIVE: Alzheimer's Disease (AD) patients at multiple stages of disease progression ...

Apr 2025 40250147
Feasibility of U-Net model for cerebral arteries segmentation with low-dose computed tomography angiographic images with pre-processing methods.

Subtraction computed tomography angiography (sCTA) can effectively separate enhanced cerebral arteri...

(2)
Apr 2025 40247104
Deep learning-based EEG source imaging is robust under varying electrode configurations.

OBJECTIVES: Previous research has underscored the necessity of high-density EEG for accurate and rel...

Apr 2025 40318257
Predicting Intraoperative Burst Suppression Using Preoperative EEG and Patient Characteristics.

Burst suppression (BS) is an electroencephalogram (EEG) pattern observed in patients undergoing gene...

(1)
Apr 2025 40230258
A deep learning approach for quantifying CT perfusion parameters in stroke.

. Computed tomography perfusion (CTP) imaging is widely used for assessing acute ischemic stroke. Ho...

(2)
Apr 2025 40194529
Deep learning-based automatic segmentation of cerebral infarcts on diffusion MRI.

We explored effects of (1) training with various sample sizes of multi-site vs. single-site training...

Apr 2025 40240396
A multimodal MRI-based machine learning framework for classifying cognitive impairment in cerebral small vessel disease.

The heterogeneity of cerebral small vessel disease (CSVD) with mild cognitive impairment (MCI) prese...

(3)
Apr 2025 40240809
An integrated bioinformatics and machine learning approach to identifying biomarkers connecting parkinson's disease with purine metabolism-related genes.

BACKGROUND: Parkinson's disease (PD), a prevalent neurodegenerative disorder in the aging population...

(1)
Apr 2025 40240887
Achieving precision assessment of functional clinical scores for upper extremity using IMU-Based wearable devices and deep learning methods.

Stroke is a serious cerebrovascular disease, and rehabilitation following the acute phase is particu...

(2)
Apr 2025 40241161
Diabetes: Non-Invasive Blood Glucose Monitoring Using Federated Learning with Biosensor Signals.

Diabetes is a growing global health concern, affecting millions and leading to severe complications ...

(2)
Apr 2025 40277568
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