Neurology

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

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Utility of Baseline Pathological, Neuroimaging and Clinical Markers for Prognosis in Early Parkinson's Disease.

BackgroundCurrently, prognosis of Parkinson's Disease (PD) is limited. Emerging literature highlight...

Nov 2025 41231607
Resolution and quality enhancement of SPECT cerebral blood flow images using Pix2pix deep learning.

BACKGROUND: Cerebral blood flow (CBF) imaging can be performed using SPECT with 123I-IMP; however, i...

Nov 2025 41231365
Machine learning-assisted high-performance immunoSERS platform using silk fibroin as a natural etching mask for early diagnosis of Alzheimer's disease.

Early and accurate diagnosis of Alzheimer's disease (AD) is a major stride toward pharmacological in...

Nov 2025 41273905
Cross-subject emotion recognition with loop adaptive adversarial transfer network.

Emotion recognition has broad application prospects in real life. The variability across subjects in...

Nov 2025 41270436
Fuzzy symbolic convergent cross mapping: A causal coupling measure for EEG signals in disorders of consciousness patients.

Accurate and timely diagnosis in disorders of consciousness (DOC) patients remains a core clinical c...

Nov 2025 41275665
Robot-assisted gait training for lower limb motor recovery in cerebral palsy: A meta-analysis of combined and standalone approaches.

BACKGROUND: Cerebral palsy (CP), a leading cause of childhood motor disability, severely impacts low...

Nov 2025 41252866
Comparison of RETFound and a Supervised Convolutional Neural Network for Detection of Referable Glaucoma from Fundus Photographs.

PURPOSE: To compare the performance of a vision transformer-based foundation model (RETFound) and a ...

(1)
Nov 2025 41552656
Real-time photoelectric sensing of edaravone for therapeutic efficacy in amyotrophic lateral sclerosis.

Amyotrophic lateral sclerosis (ALS) requires precise therapeutic monitoring of Edaravone, but curren...

Nov 2025 41240557
Unconscious elevated bottom-up processing in depression: Insights from dynamic causal modeling with EEG and fMRI.

INTRODUCTION: MRI compatible EEG systems enable simultaneous EEG-fMRI data assessment, which provide...

Nov 2025 41224023
Revealing EEG signatures of intervention in disorder of consciousness using artificial intelligence: methodology and feasibility.

BACKGROUND AND OBJECTIVE: Electroencephalography (EEG) is a crucial tool for monitoring recovery in ...

(1)
Nov 2025 41349437
Neurovista: A bidirectional masked cross-Modal fusion network for robust EEG-to-Image decoding.

Electroencephalography (EEG)-based visual decoding has significant potential in brain-computer inter...

Nov 2025 41274087
Digital twins in stroke rehabilitation: a scoping review of objectives, data sources, mechanisms, outcomes, and desirable properties.

BACKGROUND: Digital Twins (DTs) have transitioned from theory to reality, with growing applications ...

(1)
Nov 2025 41200887
Swallowing Dysfunction in Stroke: The Role of Nurses and Rehabilitation Strategies Across Recovery Phases.

BACKGROUND: Swallowing dysfunction is a common consequence of neurological disorders such as stroke,...

Nov 2025 41195886
TurkerPat: EEG-Based detection of hunger, thirst, and nicotine withdrawal.

BACKGROUND: One of the primary objectives of neuroscience is to gather information from the brain. T...

Nov 2025 41203190
Single-cell resolution spatial transcriptomic signature of the retrosplenial cortex during memory consolidation.

The retrosplenial cortex (RSC) is a critical brain region that is activated during spatial memory ta...

Nov 2025 41188622
Multiomic insights into the MPO-mediated NET formation pathway in alcohol-induced epilepsy risk.

Epilepsy is a highly prevalent chronic central nervous system disorder that imposes substantial soci...

(2)
Nov 2025 41674657
Subgrouping non-specific low back pain based on spinal marker trajectory data: An unsupervised machine learning approach.

BACKGROUND: Non-specific low back pain (LBP) is a heterogeneous condition. Therefore, it is importan...

Nov 2025 41192006
Retinal proteomics in neurodegeneration: Insights into ocular and brain disorders.

Dysregulated proteome in the retina represents a promising avenue for discovering novel therapeutic ...

Oct 2025 41169217
Multi-omics technologies: Novel tools and methods for assessing nerve injury and regeneration.

Recently, with the rapid advancement of multi-omics technologies, including genomics, transcriptomic...

Oct 2025 41169200
From Big to Small: Emerging Methods for Enhancing Precision Psychiatry Through Transfer Learning.

Identifying reliable links between individual differences in neurobiological features and difference...

Oct 2025 41173199
Deep machine learning methods for Parkinson's disease diagnosis: a new direction in decision-making systems.

Parkinson's disease (PD) is a progressive neurodegenerative disorder primarily characterized by the ...

Oct 2025 41121733
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