Neurology

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

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Showing 2206-2226 of 12,830 articles
A neurofeedback-guided EEG and BCI framework for personalized attention rehabilitation in ADHD.

The integration of game-based cognitive training with electroencephalography (EEG)-based brain-compu...

Mar 2026 41831590
Predictive modeling for early diagnosis of dementia using sequential data analysis and data mining.

Dementia, a progressively debilitating neurodegenerative disorder, poses a growing challenge to glob...

Mar 2026 41820458
Machine-learning prediction and risk stratification of 12-month cognitive decline in Alzheimer's disease using routine clinical and MRI data.

Early identification of patients with Alzheimer's disease (AD) who will experience near-term cogniti...

Mar 2026 41820490
Language-Related Functional Connectivity in Post-Stroke Aphasia: Preliminary Findings from a Graph-Theoretical and Interpretable Machine Learning Study.

PURPOSE: To have an insight into language-related functional connectivity in post-stroke aphasia (PS...

(2)
Mar 2026 41820794
Non-polio enterovirus infection and electrophysiological changes in human iPSC-derived neural networks.

BACKGROUND: The non-polio enteroviruses (NPEV) enterovirus D68 (EV-D68) and enterovirus A71 (EV-A71)...

Mar 2026 41825222
Early detection of Alzheimer's disease based on leveraging multimodal features of the clock drawing test.

BackgroundAlthough multi-task handwriting analysis has the potential to improve early detection of A...

Mar 2026 41815069
Detecting multimorbidity patterns in Alzheimer's disease using unsupervised machine learning: A nationwide emergency department study (2007-2022).

BackgroundAlzheimer's disease (AD) patients frequently present to emergency departments (EDs) with c...

(1)
Mar 2026 41815071
Meta-Learning Enhanced Multi-Source Domain Adaptation for zero-calibration motor imagery EEG decoding.

BACKGROUND: Motor imagery (MI) based brain-computer interface (BCI) holds promising application pros...

Mar 2026 41825840
Machine learning-based quantification of neurovascular compression for correlation with trigeminal neuralgia pain outcomes.

Machine learning-generated segmentations of the trigeminal nerve and surrounding vasculature can qua...

Mar 2026 41841786
Transient frontal spectral events from EEG predict antidepressant response to sertraline in depression.

Resting-state scalp electroencephalography (EEG) is a promising method for predicting patient outcom...

Mar 2026 41849883
Multimodal machine learning for major depressive disorder: Integrating EEG functional connectivity and clinical variables to enhance diagnostic accuracy.

The diagnosis of Major Depressive Disorder (MDD) relies heavily on subjective clinical assessments. ...

Mar 2026 41887003
From structural evolution to an AI-driven future of 5-HT1F receptor agonists for migraine therapy.

Migraine is a prevalent and disabling neurological disorder that imposes a substantial global diseas...

(1)
Mar 2026 41864040
A dual-branch deep learning framework for emotion recognition from EEG signals.

Mental health monitoring through emotion recognition plays an important role in early intervention a...

Mar 2026 41813771
Perilesional neuromodulation replaces lost sensorimotor function in persons with spinal cord injury.

Spinal cord injury (SCI) results in permanent impairment of sensory, motor and autonomic function. E...

Mar 2026 41813803
Heart rate and sleep history encode ultradian REM sleep timing.

During sleep, the brain alternates between rapid eye movement (REM) and non-REM (NREM) sleep, with r...

Mar 2026 41819097
The role of emotion in sleep: a quantitative analysis using EEG data.

STUDY OBJECTIVES: The intricate interplay between sleep and emotion has garnered increasing attentio...

Mar 2026 40795269
Non-Neural Post-Thyroidectomy Dysphonia: Long-Term Voice Outcomes in 527 Patients.

OBJECTIVE: To characterize non-neural post-thyroidectomy dysphonia (PTD) by analyzing long-term voic...

(1)
Mar 2026 41810852
Hypothalamic atrophy in progressive supranuclear palsy, assessed by convolutional neural network-based automatic segmentation.

BACKGROUND: The hypothalamus as one of the core structures in metabolic control is increasingly reco...

Mar 2026 41811373
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