Neurology

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

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Showing 1135-1155 of 12,810 articles
Machine learning-based prediction model for long-term mortality after ischemic stroke.

Stroke, a leading cause of death, requires precise predictions of life expectancy. Traditional score...

Jun 2026 42324308
Clinical pathways matter for multimodal deep learning in early Alzheimer's disease detection.

Identifying individuals at risk of Alzheimer's disease (AD), particularly in the preclinical and ear...

Jun 2026 42324333
Precision neuroprotection in cardiac surgery: a structured narrative review of multimodal, data-driven perioperative care.

Neurological injury remains a major contributor to morbidity, mortality, and long-term cognitive dec...

(1)
Jun 2026 42324480
Machine learning identification of neuroimaging signatures in young and middle-aged male patients with obstructive sleep apnea: a multimodal MRI study.

OBJECTIVES: This study aimed to develop and validate an integrated neuroimaging-based model for iden...

Jun 2026 42322350
Diagnosis of ADHD in children from EEG signals using amplitude modulation features.

BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder ...

(1)
Jun 2026 42322747
Identifying Patients at Elevated Risk of Stroke After.

BACKGROUND: Transcarotid artery revascularization (TCAR) has assumed a significant role in the surgi...

(1)
Jun 2026 42323112
Circulating acidic α-glucosidase as a potential biomarker for lactate-related immunometabolism in ischemic stroke.

BACKGROUND: The role of lactate metabolism in ischemic stroke (IS) remains incompletely understood. ...

Jun 2026 42323125
EMG-based hand gesture recognition using multi-scale deep residual network with SE-module.

In the past few years, Hand Gesture Recognition (HGR) utilizing EMG data has gained significant atte...

Jun 2026 42323318
Automated segmentation of neurons and spinal cord structures in immunofluorescence images using SpineDL.

In this study, we present SpineDL, an open-source deep learning (DL) approach for neuron and anatomi...

Jun 2026 42323434
Gene delivery for cerebral neurodegenerative disorders - current advancements and limitations.

Gene delivery for neurodegenerative cerebral disorders faces formidable structural and practical cha...

Jun 2026 42322051
Assessing the relevance of biosignal-controlled robotic rehabilitation technologies: a systematic review.

Technology is transforming rehabilitative medicine by enhancing accessibility and personalisation. R...

Jun 2026 42246149
Artificial intelligence (AI)-powered diagnostic support for stroke via Telegram bot: preliminary findings.

BACKGROUND: Annually, stroke affects over 15 million people globally. Early intervention is critical...

Jun 2026 42316077
A smart nutrition system for vitamin B12 deficiency management from sensing to precision intervention.

Vitamin B12 is essential for neural function, red blood cell formation, and DNA synthesis, yet its d...

(1)
Jun 2026 42317139
Automatic Seizure Detection using Hierarchical Spectral-Temporal Feature Learning with an Imbalance-Aware Transformer.

Epilepsy manifests as a chronic neurological condition marked by recurrent seizures. Recent advances...

Jun 2026 42318682
RDoC-informed explainable AI as a paradigm for multilevel Alzheimer's disease diagnosis and progression prediction: a systematic review.

Explainable Artificial Intelligence (XAI) is gaining popularity in early diagnosis and monitoring of...

Jun 2026 42319634
Dynamic Memory-Enhanced Recurrent Neural Networks with Temporal Attention for Robust Long-Range Connectivity Inference.

Accurate estimation of long-range directed connectivity remains a critical challenge in recurrent ne...

(1)
Jun 2026 42320608
Retinal Microvascular Signatures as Early Predictors of Cardiovascular Risk: Integrating Pathophysiology, Molecular Insights, and Artificial Intelligence.

Cardiovascular diseases (CVDs) continue to be a significant public health burden and public health e...

Jun 2026 42320613
Explainable AI for MRI Alzheimer's disease classification: A comparative analysis.

We introduce a quantitative pipeline for region-level explanations of an Alzheimer's prediction mode...

Jun 2026 42314917
Multimodal engagement estimation in paediatric robot-assisted gait training: integrating physiological sensing and biomechanical interaction.

BACKGROUND: Patients' engagement plays a crucial role in the effectiveness of robot-assisted gait tr...

Jun 2026 42316377
Global gender representation in neurointerventional surgery: a natural language processing analysis of journal publications.

BACKGROUND: Despite increased awareness of diversity and inclusion in neurointerventional surgery, t...

(1)
Jun 2026 40813072
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