Neurology

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

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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
Generating Synthetic MR Perfusion Maps From DWI and FLAIR in Acute Ischemic Stroke: Development and External Validation of a Deep Learning Model.

BACKGROUND: Magnetic resonance imaging (MRI) is critical for acute stroke triage, but it is time-con...

Jun 2026 42312380
Neuroimmune mechanisms in PTSD: inflammatory heterogeneity, circuit dysfunction, and biomarker-based subtypes.

Post-traumatic stress disorder (PTSD) is characterized by exaggerated fear response, anxiety, hypera...

Jun 2026 42313200
Radiomics-enhanced 18F-AV45 PET/MRI for integrative assessment and centiloid estimation of amyloid-β burden in Alzheimer's disease.

OBJECTIVE: Reliable assessment of cerebral amyloid-β (Aβ) deposition is essential for the diagnosis ...

Jun 2026 42313223
Stem Cell Therapy for Traumatic Brain Injury: Translational Mechanisms, Biomarkers, and Clinical Trials.

Traumatic brain injury (TBI) is a leading cause of persistent cognitive, motor, and neuropsychiatric...

Jun 2026 42313238
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