Neurology

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

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Improving Video-Based Prediction of Cerebellar Ataxia Severity Using a Pretrained Deep Learning Model.

BACKGROUND: Ataxia severity in degenerative cerebellar diseases (DCDs) is usually assessed with semi...

(1)
Oct 2026 42806624
Harnessing Quantitative Medicine to Advance Oncology Drug Development.

Oncology drug development continues to have a high attrition rate despite major advances in therapeu...

(4)
Oct 2026 42806861
Exposome-wide association study and predictive risk score for incident Alzheimer's disease and related dementias.

INTRODUCTION: Environmental exposures contribute substantially to Alzheimer's disease and related de...

(1)
Oct 2026 42811779
A review on diffusion tensor imaging-based comprehensive intelligent diagnosis of Alzheimer's disease.

AI-assisted early diagnosis of Alzheimer's disease (AD) has substantial clinical value, and diffusio...

(2)
Oct 2026 42814513
Artificial Intelligence as the Computational Framework for Adaptive Closed-Loop Neuromodulation in Psychiatry.

Adaptive neuromodulation offers a path toward personalized neuropsychiatric treatment by allowing th...

(4)
Oct 2026 42816824
Magnetic Resonance Imaging in Cerebral Small Vessel Disease-Related Depression: From Visual Scoring to Artificial Intelligence.

BACKGROUND: Cerebral small vessel disease (CSVD) is the key pathological basis of vascular depressio...

(2)
Oct 2026 42817067
Psychological and Contextual Factors of AI Acceptance Among Informal Caregivers of People Living With Dementia: Cross-Sectional Pilot Study.

BACKGROUND: Informal caregivers make up a large share of the care provided to people living with dem...

(3)
Sep 2026 42817897
The swallow tail sign: mechanisms, neuroimaging advances and future perspectives.

Parkinson's disease (PD), the second most common neurodegenerative disorder, poses a significant cha...

(1)
Sep 2026 42814195
Combined Anti-inflammatory and Anti-depressant Treatment Reduces Pain and Spinal Cord Nociceptive and Inflammatory Markers in a Rat Discogenic Pain Model.

OBJECTIVE: To determine whether a combination therapy targeting spinal inflammation and spinal cord ...

(2)
Sep 2026 42815615
Ultrasonic Vocalizations as Markers of Anxiety and Depression in Rodent Models of Neurotrauma.

Spinal cord injury (SCI) and traumatic brain injury (TBI) are severe events that cause lasting senso...

(2)
Sep 2026 42815691
WIMOAD: Weighted Integration of Multi-Omics data with meta learning for Alzheimer's Disease diagnosis.

BackgroundAlzheimer's disease (AD), the most prevalent subtype of dementia, is characterized by a gr...

(2)
Sep 2026 42816931
A Hybrid Convolutional, Mamba and Spiking Neural Network Architecture Search for Seizure Prediction.

In recent years, deep learning technology has played an increasingly important role in seizure predi...

(3)
Sep 2026 42819030
Peripheral HMGB1 Downregulation Is Associated With the S100-IL-17 Axis in Parkinson's Disease: An Integrated Bulk and Single-Cell Transcriptomic Analysis.

BACKGROUND: Accumulating evidence implicates peripheral immune dysregulation in the pathogenesis of ...

(2)
Sep 2026 42820044
Cognitive impairment in glaucoma.

Glaucoma, while regarded as an isolated ocular disorder, is now increasingly recognized as a compone...

(3)
Sep 2026 42809251
Parameter Optimized Bi-directional Long Short-term Memory (Pobi-Lstm) for Ich Stroke Detection and Classification on Ct Images.

OBJECTIVE: A life-threatening cerebrovascular disease with high mortality and morbidity is Intracran...

(6)
Sep 2026 42817118
Artificial Intelligence-Derived Electrocardiographic Age Enhances Stroke Risk Stratification in Patients With Atrial Fibrillation With a CHA2DS2-VA Score of 1.

BACKGROUND: To evaluate whether artificial intelligence-derived electrocardiographic-age enhances th...

(4)
Sep 2026 42808453
Prehospital Stroke Treatment Trials in Conventional EMS Settings: An Expert Consensus Statement on Operational, Ethical, and Technological Priorities.

Prehospital stroke trials enable assessments of ultraearly administration of treatments and manageme...

(2)
Sep 2026 42804552
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