Neurology

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

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A Machine Learning Approach to Predict Cognitive Decline in Alzheimer Disease Clinical Trials.

BACKGROUND AND OBJECTIVES: Among the participants of Alzheimer disease (AD) treatment trials, 40% do...

Mar 2025 40132145
Ensemble network using oblique coronal MRI for Alzheimer's disease diagnosis.

Alzheimer's disease (AD) is a primary degenerative brain disorder commonly found in the elderly, Mil...

(1)
Mar 2025 40147601
Select for better learning: identifying high-quality training data for a multimodal cyclic transformer.

. Tonic-clonic seizures (TCSs), which present a significant risk for sudden unexpected death in epil...

(1)
Mar 2025 40064111
Eye movement detection using electrooculography and machine learning in cardiac arrest patients.

AIM: To train a machine learning algorithm to identify eye movement from electrooculography (EOG) in...

(2)
Mar 2025 40133167
Neurorehabilitation in spinal cord injury: Increased cortical activity through tDCS and robotic gait training.

OBJECTIVE: This study investigates the neurophysiological outcomes of combining robot-assisted gait ...

Mar 2025 40153922
Bio-inspired neural networks with central pattern generators for learning multi-skill locomotion.

Biological neural circuits, central pattern generators (CPGs), located at the spinal cord are the un...

Mar 2025 40128221
Integrating data mining with transcranial focused ultrasound to refine neuralgia treatment strategies.

BACKGROUND: Neuralgia and other neuropathic pain are difficult to treat owing to their complicated e...

(3)
Mar 2025 40132686
Class balancing diversity multimodal ensemble for Alzheimer's disease diagnosis and early detection.

Alzheimer's disease (AD) poses significant global health challenges due to its increasing prevalence...

(1)
Mar 2025 40147216
SpineMamba: Enhancing 3D spinal segmentation in clinical imaging through residual visual Mamba layers and shape priors.

Accurate segmentation of three-dimensional (3D) clinical medical images is critical for the diagnosi...

Mar 2025 40154009
Machine learning-based risk prediction model for neuropathic foot ulcers in patients with diabetic peripheral neuropathy.

BACKGROUND: Diabetic peripheral neuropathy (DPN) is a common chronic complication of diabetes, marke...

Mar 2025 40116696
Effects of Robot-Assisted Therapy for Upper Limb Rehabilitation After Stroke: An Umbrella Review of Systematic Reviews.

BACKGROUND: Robotic rehabilitation, which provides a high-intensity, high-frequency therapy to impro...

(2)
Mar 2025 40115991
Enhancing robotic skill acquisition with multimodal sensory data: A novel dataset for kitchen tasks.

The advent of large language models has transformed human-robot interaction by enabling robots to ex...

(1)
Mar 2025 40118852
Unveiling CNS cell morphology with deep learning: A gateway to anti-inflammatory compound screening.

Deciphering the complex relationships between cellular morphology and phenotypic manifestations is c...

Mar 2025 40117300
Transforming neurodegenerative disorder care with machine learning: Strategies and applications.

Neurodegenerative diseases (NDs), characterized by progressive neuronal degeneration and manifesting...

Mar 2025 40120712
A liquid metal-based sticky conductor for wearable and real-time electromyogram monitoring with machine learning classification.

Skin electronics face challenges related to the interface between rigid and soft materials, resultin...

Mar 2025 40007317
Cognitive load assessment through EEG: A dataset from arithmetic and Stroop tasks.

This study introduces a thoughtfully curated dataset comprising electroencephalogram (EEG) recording...

Mar 2025 40226198
Uncovering hidden subtypes in dementia: An unsupervised machine learning approach to dementia diagnosis and personalization of care.

OBJECTIVE: Dementia represents a growing public health challenge, affecting an increasing number of ...

(2)
Mar 2025 40118356
Detection of freely moving thoughts using SVM and EEG signals.

Freely moving thought is a type of thinking that shifts from one topic to another without any overar...

Mar 2025 40048826
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