Neurology

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

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Showing 3046-3066 of 12,840 articles
Artificial Intelligence 3D Augmented Reality-guided Robotic Prostatectomy Versus Cognitive MRI Intervention: Results of the Prospective Randomized RIDERS Trial.

BACKGROUND AND OBJECTIVE: Three-dimensional (3D) augmented reality (AR) and artificial intelligence ...

(1)
Oct 2025 41087293
CNN-Autoformer: Automated EEG-Based Seizure Detection and Localization Using Hybrid Deep Learning.

Epilepsy is a neurological disorder characterized by transient and recurrent abnormal brain activity...

(2)
Oct 2025 41189712
Radiomics-powered radiographic image analysis for enhanced mechanical complications prediction and surgical planning in adult spine deformity.

BACKGROUND CONTEXT: Radiomics, a technique employing machine learning (ML) to extract quantitative f...

Oct 2025 41075989
Distinct electroencephalogram microstate in patients with methamphetamine use disorder and obsessive-compulsive disorder.

BACKGROUND: Electroencephalogram (EEG) microstates reflect momentary localized brain activity and ma...

Oct 2025 41076163
VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank.

OBJECTIVES: To present a publicly available deep learning-based torso segmentation model that provid...

Oct 2025 41068435
Visually-Inspired Multimodal Iterative Attentional Network for High-Precision EEG-Eye-Movement Emotion Recognition.

Advancements in artificial intelligence have propelled affective computing toward unprecedented accu...

(1)
Oct 2025 41059626
Robotic rehabilitation and intelligent algorithms improving the performance skills of stroke patients: a scoping review.

BACKGROUND: This scoping review highlights major advances and persisting gaps in robotic and AI-driv...

(2)
Oct 2025 41927190
Machine learning prediction of multidrug-resistant urinary tract infections in brain and spinal cord injury patients: a dual-center validation study.

BACKGROUND AND OBJECTIVE: Multidrug-resistant urinary tract infections (MDR UTIs) are a growing conc...

Oct 2025 41086642
Robust detection of femtogram-level Alzheimer's biomarkers using machine learning-enhanced graphene biosensors.

Early diagnosis of Alzheimer's disease (AD) requires blood biomarker tests sensitive to femtogram/mL...

Oct 2025 41066994
A novel machine learning-based method to quantify the effect of transcranial direct current stimulation on opioid users.

BACKGROUND: Opioid addiction is a major public health concern, associated with numerous health and s...

(2)
Oct 2025 41032011
Connectome-based markers predict the sub-types of frontotemporal dementia.

Frontotemporal dementia (FTD) presents a complex spectrum of neurodegenerative disorders, encompassi...

Oct 2025 41053432
Predicting neurobehavioral outcomes in people with HIV.

BACKGROUND: This study identified complex, multidimensional, longitudinal biopsychosocial (BPS) phen...

Oct 2025 41055960
Anesthesia and mitochondria: balancing toxicity and protection through emerging therapeutic strategies.

Anesthesia is a cornerstone of modern surgical practice, enabling interventions by deliberately modu...

Oct 2025 41045340
Application of Machine Learning in the Diagnosis and Prognosis of Mild Traumatic Brain Injury Using Diffusion Tensor Imaging: A Systematic Review.

BACKGROUND: Traumatic Brain Injury (TBI) is a global health concern, with mild TBI (mTBI) being the ...

Sep 2025 41026543
Artificial intelligence and peripheral neuropathies: Strategies for the development, application, and repair of regenerative biomaterials.

Traditional repair methods for peripheral neuropathies, such as autologous and allogeneic nerve graf...

Sep 2025 41017675
Structure and function of voltage-gated sodium channel Nav1.6: Involvement in the pathological process of neural injury.

The voltage-gated sodium channel Nav1.6, encoded by the sodium voltage-gated channel alpha subunit 8...

Sep 2025 41017705
A multi-level teacher assistant-based knowledge distillation framework with dynamic feedback for motor imagery EEG decoding.

Deep learning has shown promise in motor imagery-based electroencephalogram (MI-EEG) decoding, a cri...

Sep 2025 41072285
UK Biobank-centric advances in brain age prediction: a comprehensive review.

With the accelerating global population aging, establishing effective brain health assessment system...

Sep 2025 40997331
Modified UNet-enhanced ultrasonic superb microvascular imaging feature extraction and grading of carpal tunnel syndrome.

Carpal tunnel syndrome (CTS) is recognized as the most frequently encountered median nerve (MN) entr...

Sep 2025 41039691
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