Neurology

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

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Artificial Intelligence-Based prediction model for surgical site infection in metastatic spinal disease: a multicenter development and validation study.

BACKGROUND: Treatment of metastatic spinal disease often involves surgical intervention; however, su...

(2)
Jun 2025 40576176
Utility of machine learning algorithms in classification of progressive cognitive impairment in Alzheimer's disease: A retrospective cohort based on China.

BackgroundDistinct risk factors influence Alzheimer's disease (AD) stage stratification, yet effecti...

Jun 2025 40576447
Performance-Recoverable Closed-Loop Neuroprosthetic System.

Soft bioelectronics mechanically comparable to living tissues have driven advances in closed-loop ne...

(1)
Jun 2025 40576586
Deep Learning-Based Prediction of PET Amyloid Status Using MRI.

BACKGROUND AND PURPOSE: Identifying amyloid-beta (Aβ)-positive patients is essential for Alzheimer's...

Jun 2025 40579043
Movement-responsive deep brain stimulation for Parkinson's disease using a remotely optimized neural decoder.

Deep brain stimulation (DBS) has garnered widespread use as an effective treatment for advanced Park...

Jun 2025 40579487
Plasma lipidomic fingerprinting enables high-accuracy biomarker discovery for Alzheimer's disease: a targeted LC-MRM/MS approach.

Dysregulation of lipid metabolism is increasingly recognized as a key factor in the pathogenesis of ...

(2)
Jun 2025 40579668
γ neuromodulations: unraveling biomarkers for neurological and psychiatric disorders.

γ neuromodulation has emerged as a promising strategy for addressing neurological and psychiatric di...

(2)
Jun 2025 40571935
The class imbalance problem in automatic localization of the epileptogenic zone for epilepsy surgery: a systematic review.

Accurate localization of the epileptogenic zone (EZ) is crucial for epilepsy surgery, but the class ...

(1)
Jun 2025 40489993
Impact of Artificial Intelligence on the Timing of Recurrent Laryngeal Nerve Recognition during Robot-Assisted Minimally Invasive Esophagectomy.

BACKGROUND: As a first step to prevent recurrent laryngeal nerve (RLN) palsy, we have developed an a...

(3)
Jun 2025 40569356
Unraveling the role of perineural invasion in cancer progression across multiple tumor types.

Perineural invasion (PNI) refers to the infiltration of tumor cells into the connective tissue of ne...

Jun 2025 40569482
Predicting Retinal Nerve Fiber Layer Thickness From Ocular Hypertension Treatment Study Optic Disc Photographs.

IMPORTANCE: Deep learning predictions of retinal nerve fiber layer (RNFL) thickness derived from opt...

(1)
Jun 2025 40569586
On the usage of artificial intelligence in leprosy care: A systematic literature review.

Leprosy, or Hansen's disease, is a Neglected Tropical Disease (NTD) caused by Mycobacterium leprae t...

Jun 2025 40570262
Development and validation of a combined clinical and MRI-based biomarker model to differentiate mild cognitive impairment from mild Alzheimer's disease.

BACKGROUND: Two of the most common complaints seen in neurology clinics are Alzheimer's disease (AD)...

Jun 2025 40575445
Progression and natural history of Atypical Parkinsonism (ATPARK): Protocol for a longitudinal follow-up study from an underrepresented population.

BACKGROUND: Atypical Parkinsonian Syndromes (APS) form the third largest group of neurodegenerative ...

Jun 2025 40569901
A novel dual-branch network for comprehensive spatiotemporal information integration for EEG-based epileptic seizure detection.

Epilepsy is a neurological disorder characterized by recurrent seizures caused by abnormal brain act...

Jun 2025 40570079
Epilepsy Prediction via Time-Frequency Features and Multi-Scale Hybrid Neural Networks.

The prediction of epileptic seizures heavily depends on the precise embedding and classification of ...

Jun 2025 40560423
Regional free-water diffusion is more strongly related to neuroinflammation than neurodegeneration.

INTRODUCTION: Recent research has suggested that neuroinflammation may be important in the pathogene...

Jun 2025 40560468
CMOS LIF Neurons with Local Membrane Dynamic Biasing Based on Reciprocal Inhibition for Self-Oscillatory Neural Networks.

This paper presents a CMOS-based neuron network that can emulate self-oscillatory biasing behaviors ...

(1)
Jun 2025 40560698
Cerebral lateralization assessment: an explainable deep learning approach with channel attention mechanism.

In recent years, cross-frequency coupling (CFC) has emerged as a valuable tool in the study of a wid...

(1)
Jun 2025 40560711
Association of peripheral immune markers with brain age and dementia risk estimated using deep learning methods.

BACKGROUND: The peripheral immune system is essential for maintaining central nervous system homeost...

Jun 2025 40561180
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