Neurology

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

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Showing 610-630 of 12,810 articles
Machine learning-based screening tool for predicting the risk of oropharyngeal dysphagia in patients with ischemic stroke.

PURPOSE: Dysphagia frequently complicates recovery after stroke, necessitating effective predictive ...

(2)
Aug 2026 42552477
miRNA-mRNA Interaction Network Analysis in Alzheimer's Disease for Biomarker Discovery.

Alzheimer's disease (AD) is a complex neurodegenerative disorder characterized by widespread dysregu...

(3)
Aug 2026 42554796
Mental workload classification using EEG in drivers: A personalized approach to occupational risk reduction.

BackgroundMental state is a key factor influencing occupational health and safety, particularly in p...

(2)
Aug 2026 42555017
Machine learning-based prediction of unplanned readmission and construction of an online calculator for elderly patients with mild ischemic stroke.

OBJECTIVE: To screen for independent risk factors for unplanned readmission in elderly patients with...

(3)
Aug 2026 42556003
Automated sleep scoring in hibernating and non-hibernating American black bears.

Hibernating bears show remarkable metabolic suppression. Their decline in core body temperature (Tb)...

Aug 2026 42555601
Machine learning-based prediction of postoperative nausea and vomiting after spinal anesthesia: A retrospective observational study.

Postoperative nausea and vomiting (PONV) is a frequent and serious complication after surgery. PONV ...

(2)
Aug 2026 42555606
Uncertainty-aware personalized estimation of Parkinson's disease severity from longitudinal speech.

Parkinson's disease (PD) is a progressive neurological disorder characterized by motor impairments w...

(1)
Aug 2026 42555629
Timely Surgical Approaches for Pediatric Epilepsy Resistant to Medication.

Meckel's Pediatric drug-resistant epilepsy (DRE) is a significant neurological disorder that develop...

(1)
Aug 2026 42666777
Wood-Inspired Bioadaptable Material with Neurite Outgrowth Guidance Structures, Superior Cell Microenvironment, and Long-Term Structural Stability.

Nerve injuries present serious clinical challenges worldwide. Autologous nerve transplantation is re...

Aug 2026 42554523
Selective Neurectomy and Masseteric-to-Zygomatic Nerve Transfer With Processed Nerve Allograft for Postparalytic Ocular Sequelae: Preliminary Results.

Oro-ocular synkinesis is a debilitating sequela of facial nerve injury. While selective neurectomy (...

Aug 2026 42549803
Toward the prevention of clinically manifest Parkinson's disease.

Parkinson's disease (PD) is the fastest growing neurological disorder worldwide and is projected to ...

(1)
Aug 2026 42550255
Long-term prediction of epilepsy following traumatic brain injury among veterans using routine clinical data.

OBJECTIVE: Despite elevated risk for epilepsy following traumatic brain injury (TBI), there are limi...

(1)
Aug 2026 42550472
Music emotion recognition with cEEGrid.

OBJECTIVE: Emotion decoding is a growing field of electroencephalography (EEG) research with numerou...

(1)
Aug 2026 42551462
Nonlinear neurodynamics of N2 sleep EEG predict outcomes of anterior nucleus of the thalamus deep brain stimulation in epilepsy: A pilot study.

OBJECTIVE: Anterior nucleus of the thalamus deep brain stimulation (ANT-DBS) is an effective therape...

(1)
Aug 2026 42551463
Multi-class severity classification of peripheral nerve impairment using multimodal electrodiagnostic features and explainable machine learning.

OBJECTIVES: Peripheral nerve injuries impose substantial functional morbidity and long-term neurolog...

Aug 2026 42551478
Synergistic EEG signal processing for brain-computer interfaces using hybrid MothCray optimization and deep learning.

Electroencephalography (EEG) based brain-computer interface (BCI) systems require optimal channel se...

(1)
Aug 2026 42551709
AfriTickID: An AI-Assisted Image-Based Approach for Tick Species Identification in Kenya.

Tick-borne diseases such as Lyme disease, tick-borne encephalitis and Crimean-Congo haemorrhagic fev...

(1)
Aug 2026 42551817
Super-Resolution of Through-Plane Undersampled MRIs in Alzheimer's Disease Diagnosis.

Alzheimer's disease is a complex neurodegenerative disorder and the leading cause of dementia worldw...

Aug 2026 42552272
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