Neurology

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

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Showing 3445-3465 of 12,924 articles
Prediction of mild cognitive impairment using blood multi-omics data.

Mild cognitive impairment (MCI) represents an initial phase of memory or other cognitive function de...

(2)
May 2025 40491569
A data-centric and interpretable EEG framework for depression severity grading using SHAP-based insights.

BACKGROUND: Major Depressive Disorder is a leading cause of disability worldwide. An accurate assess...

May 2025 40414904
Sex-related differences and associated transcriptional signatures in the brain ventricular system and cerebrospinal fluid development in full-term neonates.

BACKGROUND: The cerebrospinal fluid (CSF) is known to serve as a unique environment for neurodevelop...

May 2025 40414938
Speech-based digital cognitive assessments for detection of mild cognitive impairment: Validation against paper-based neurocognitive assessment scores.

BackgroundCognitive decline in Alzheimer's disease (AD) often includes speech impairments, where sub...

(2)
May 2025 40415342
Deep learning-based classification and segmentation of interictal epileptiform discharges using multichannel electroencephalography.

OBJECTIVE: This study was undertaken to develop a deep learning framework that can classify and segm...

(2)
May 2025 40411529
Forecasting epileptic seizures with wearable devices: A hybrid short- and long-horizon pseudo-prospective approach.

OBJECTIVE: Seizure unpredictability can be debilitating and dangerous for people with epilepsy. Accu...

May 2025 40411751
Inorganic Biomaterials Inducing Scaffolds Pre-Neuralization for Infarcted Myocardium Repair.

Neural networks are found to play an important role in monitoring and coordinating cardiac physiolog...

May 2025 40411853
Multimodal Explainable Artificial Intelligence for Prognostic Stratification of Glioblastoma Patients.

Glioblastoma is the most common and aggressive malignant adult tumor of the central nervous system, ...

May 2025 40419087
Electroencephalography microstates predict 12-h abstinence-induced craving changes in young smokers.

Nicotine abstinence inhibits the function of the mesolimbic dopamine system to enhance craving. EEG ...

May 2025 40451043
Predictive machine learning model for 30-day hospital readmissions in a tertiary healthcare setting.

MOTIVATION: Hospital readmissions represent a major challenge for healthcare systems due to their im...

May 2025 40502443
Improving automatic cerebral 3D-2D CTA-DSA registration.

PURPOSE: Stroke remains a leading cause of morbidity and mortality worldwide, despite advances in tr...

May 2025 40407997
A Wearable Ultra-Low-Power System for EEG-based Speech-Imagery Interfaces.

Speech imagery-the process of mentally simulating speech without vocalization-is a promising approac...

May 2025 40408200
DenoiseMamba: An Innovative Approach for EEG Artifact Removal Leveraging Mamba and CNN.

Electroencephalography (EEG) is a widely used tool for monitoring brain activity, but it is often di...

May 2025 40408214
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model with Improved N1 Sleep Detection.

Automatic sleep staging from single-channel electroencephalography (EEG) using artificial intelligen...

(1)
May 2025 40408218
Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.

Post-COVID-19, depression rates have risen sharply, increasing the need for early diagnosis using el...

May 2025 40410314
Development of a non-contrast CT-based radiomics nomogram for early prediction of delayed cerebral ischemia in aneurysmal subarachnoid hemorrhage.

BACKGROUNDS: Delayed cerebral ischemia (DCI) is a significant complication following aneurysmal suba...

(3)
May 2025 40410679
Automated detection of severe cerebral edema using explainable deep transfer learning after hypoxic ischemic brain injury.

BACKGROUND: Substantial gaps exist in the neuroprognostication of cardiac arrest patients who remain...

May 2025 40414341
A Convolutional Mixer-Based Deep Learning Network for Alzheimer's Disease Classification from Structural Magnetic Resonance Imaging.

Alzheimer's disease (AD) is a neurodegenerative disorder that severely impairs cognitive function a...

May 2025 40506890
From Visualization to Automation: A Narrative Review of Deep Learning's Impact on Ultrasound-based Median Nerve Assessment.

Ultrasound imaging has emerged as a valuable tool in the diagnosis and management of peripheral nerv...

May 2025 40521317
Brain age prediction from MRI scans in neurodegenerative diseases.

PURPOSE OF REVIEW: This review explores the use of brain age estimation from MRI scans as a biomarke...

May 2025 40396549
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