Neurology

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

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Study on the effect and mechanism of PM on the expression of alzheimer's-like lesions related proteins in SH-SY5Y cells.

Fine particulate matter (PM) is recognized as one of the most harmful environmental pollutants to human health. Current research indicates that PM exhibits neurotoxic effects, though the specific mechanisms remain unclear. In this study, SH-SY5Y cells were exposed to PM (100μg/mL for 24h) to observe its effects on the expression of Alzheimer's disease (AD)-related proteins and explore the possible...

May 9 2025 40348349

Restoring AIBP expression in the retina provides neuroprotection in glaucoma.

Glaucoma is a neurodegenerative disease manifested by retinal ganglion cell (RGC) death and irreversible blindness. We have identified apolipoprotein A-I binding protein (AIBP) that controls excessive cholesterol accumulation and neuroinflammation in the retina by upregulating the cholesterol transporter ABCA1 and reducing TLR4 signaling and mitochondrial dysfunction. Here, we demonstrated that AI...

May 9 2025 40349106
Hemostatic Activation Markers and Early Neurological Deterioration in Branch Atheromatous Disease-Related Stroke.

AIMS: Branch atheromatous disease (BAD)-related stroke, caused by atherosclerotic occlusion at the origin of a deep penetrating artery, are prone to e...

May 9 2025 40350319
Relevance of choroid plexus volumes in multiple sclerosis.

BACKGROUND: The choroid plexus (ChP) plays a pivotal role in inflammatory processes that occur in multiple sclerosis (MS). The enlargement of the ChP ...

May 8 2025 40340923
Altered aminoacid and lipid metabolism in a rat orofacial inflammation model determined by omics approach: potential role in trigeminal sensitisation.

BACKGROUND: Trigeminal activation and sensitisation involved in chronic inflammatory orofacial pain share several similarities with headaches, includi...

May 8 2025 40340645
Neuroprotective Effects of Shrimp Oil Against Oxidative Stress in Chronic Cerebral Hypoperfusion Rats.

Shrimp oil is rich in polyunsaturated fatty acids and astaxanthin, which possesses high antioxidant activity. This study aimed to investigate the impa...

May 8 2025 40341803
Automated Emergent Large Vessel Occlusion Detection Using Viz.ai Software and Its Impact on Stroke Workflow Metrics and Patient Outcomes in Stroke Centers: A Systematic Review and Meta-analysis.

The implementation of artificial intelligence (AI), particularly Viz.ai software in stroke care, has emerged as a promising tool to enhance the detect...

May 8 2025 40335883
Behavioural and EEG correlates of forward and backward priming-An exploratory study.

During affective priming, perception of an emotional "prime stimulus" influences the reaction time to the subsequent emotional "target stimulus". If p...

May 8 2025 40338855
Interpretable MRI-Based Deep Learning for Alzheimer's Risk and Progression.

Timely intervention for Alzheimer's disease (AD) requires early detection. The development of immunotherapies targeting amyloid-beta and tau underscor...

May 7 2025 40385384
Classifying Obsessive-Compulsive Disorder from Resting-State EEG using Convolutional Neural Networks: A Pilot Study.

OBJECTIVE: Classifying obsessive-compulsive disorder (OCD) using brain data remains challenging. Resting-state electroencephalography (EEG) offers an ...

May 7 2025 40385410
Cross-Subject Motor Imagery Electroencephalogram Decoding with Domain Generalization.

Decoding motor imagery (MI) electroencephalogram (EEG) signals in the brain-computer interface (BCI) can assist patients in accelerating motor functio...

May 7 2025 40428114
Single-microphone deep envelope separation based auditory attention decoding for competing speech and music.

In this study, we introduce an end-to-end single microphone deep learning system for source separation and auditory attention decoding (AAD) in a comp...

May 7 2025 40280149
Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson's disease.

There is strong interest in using the gut microbiome for Parkinson's disease (PD) diagnosis and treatment. However, a consensus on PD-associated micro...

May 7 2025 40335465
EEG-based neurodegenerative disease diagnosis: comparative analysis of conventional methods and deep learning models.

In the context of lifestyle changes, stress and other environmental factors have resulted in the sudden hike in dementia globally. This necessitates i...

May 7 2025 40335527
Enhanced classification of tinnitus patients using EEG microstates and deep learning techniques.

This study aims to deepen the understanding and classification of tinnitus through a comprehensive analysis of EEG signals utilizing innovative micros...

May 7 2025 40335585
Event driven neural network on a mixed signal neuromorphic processor for EEG based epileptic seizure detection.

Long-term monitoring of biomedical signals is essential for the modern clinical management of neurological conditions such as epilepsy. However, devel...

May 7 2025 40335613
Modification of the toronto rehabilitation institute-hand function test for integration into robot-assisted therapy: technical validation and usability.

BACKGROUND: Effective rehabilitation of the upper extremity function is vital for individuals recovering from stroke or cervical spinal cord injury, a...

May 7 2025 40336111
Buchholzia coriacea seed attenuates scopolamine-induced memory impairment in Mice by down-regulating oxidative stress biomarkers.

ETHNOPHARMACOLOGICAL RELEVANCE: Amnesia is a common feature of neurodegenerative disorders. The seeds of Buchholzia coriacea have been traditionally e...

May 7 2025 40345272
Efficient, Robust, and Accurate CNN Predictor for Neuronal Activation in Directional Deep Brain Stimulation.

The programming of clinical deep brain stimulation (DBS) systems involves numerous combinations of stimulation parameters, such as stimulus amplitude,...

May 7 2025 40232895
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