Neurology

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

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Prediction of Cerebrospinal Fluid (CSF) Pressure with Generative Adversarial Network Synthetic Plasma-CSF Biomarker Pairing.

Non-invasive intracranial pressure (ICP) monitoring can help clinicians safely and efficiently monit...

Jul 2025 40637963
An Efficient FoG-M3 Method for Self-Adaptive Labeling and Predicting Freezing of Gait.

Freezing of gait (FoG) is a common motor impairment that occurs as Parkinson's disease patients ente...

Jul 2025 40638345
Automated tick classification using deep learning and its associated challenges in citizen science.

Lyme borreliosis and tick-borne encephalitis significantly impact public health in Europe, transmitt...

(1)
Jul 2025 40640390
Machine learning models predict risk of lower extremity deep vein thrombosis in hospitalized patients with spontaneous intracerebral hemorrhage.

Lower extremity deep vein thrombosis is one of the important complications of spontaneous intracereb...

Jul 2025 40640445
How EEG preprocessing shapes decoding performance.

Electroencephalography (EEG) preprocessing varies widely between studies, but its impact on classifi...

(1)
Jul 2025 40640472
Sustainable analysis of COVID-19 Co-packaged paxlovid: exploring advanced sampling techniques and multivariate processing tools.

The drawbacks of random sampling not only hinder the development of more reliable and efficient meth...

Jul 2025 40640855
Biomarkers and therapeutic strategies targeting microglia in neurodegenerative diseases: current status and future directions.

Recent advances in our understanding of non-cell-autonomous mechanisms in neurodegenerative diseases...

Jul 2025 40640892
An investigation of multimodal EMG-EEG fusion strategies for upper-limb gesture classification.

. Upper-limb gesture identification is an important problem in the advancement of robotic prostheses...

Jul 2025 40480249
A transformer-based network with second-order pooling for motor imagery EEG classification.

. Electroencephalography (EEG) signals can reflect motor intention signals in the brain. In recent y...

(2)
Jul 2025 40602422
Improving meningitis surveillance and diagnosis with machine learning: Insights from São Paulo.

INTRODUCTION: Meningitis, an inflammatory condition of the membranes surrounding the brain and spina...

(2)
Jul 2025 40638683
Utilizing Predictive Analytics to Understand Neurogenic Bladder Symptom Score (NBSS) Variations in Adults With Acquired Spinal Cord Injury.

INTRODUCTION: Individuals with spinal cord injury (SCI) have varying bladder health trajectories aft...

Jul 2025 40631435
Brain region localization: a rapid Parkinson's disease detection method based on EEG signals.

Parkinson's disease (PD) is a prevalent neurodegenerative disorder worldwide, often progressing to m...

Jul 2025 40632381
Inferring concussion history in athletes using pose and ground reaction force estimation and stability analysis of plyometric exercise videos.

Concussions present a significant risk to athletes, with females exhibiting higher rates and prolong...

Jul 2025 40632382
A Composable Channel-Adaptive Architecture for Seizure Classification.

Multi-variate time-series are one of the primary data modalities involved in large classes of proble...

Jul 2025 40633043
Deep ensemble learning with transformer models for enhanced Alzheimer's disease detection.

The progression of Alzheimer's disease is relentless, leading to a worsening of mental faculties ove...

Jul 2025 40634379
Enhancing automated detection and classification of dementia in individuals with cognitive impairment using artificial intelligence techniques.

Dementia is a degenerative and chronic disorder, increasingly prevalent among older adults, posing s...

Jul 2025 40634463
Evolution of CT perfusion software in stroke imaging: from deconvolution to artificial intelligence.

Computed tomography perfusion (CTP) represents one of the main determinants in the decision-making s...

Jul 2025 40628986
Automated instance segmentation and registration of spinal vertebrae from CT-Scans with an improved 3D U-net neural network and corner point registration.

This paper presents a rapid and robust approach for 3D volumetric segmentation, labelling, and regis...

Jul 2025 40633215
Insights into the Diagnosis, Treatment, and Management of Prion Diseases.

The normal cellular prion protein (PrPC) can misfold into an infectious and pathogenic form (PrPSc) ...

Jul 2025 40635224
Depression EEG classification based on multi-scale convolutional transformer network.

Depression electroencephalograph (EEG) classification based on machine learning is helpful for the a...

(1)
Jul 2025 40627463
Strategies to decipher neuron identity from extracellular recordings in behaving non-human primates.

Identification of neuron type is critical when using extracellular recordings in awake, behaving ani...

Jul 2025 40628525
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