Neurology

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

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Deep learning on brief interictal intracranial recordings can accurately characterize seizure onset zones.

OBJECTIVE: Epilepsy is a debilitating disorder affecting more than 50 million people worldwide, and ...

May 2025 40423629
Neuronal network analysis during short time transcranial direct current stimulation with permanent EEG measurement in early childhood: a feasibility study.

Transcranial direct current stimulation (tDCS) as a non-invasive stimulation is still in the experim...

May 2025 40425851
Development and validation of a quick screening tool for predicting neck pain patients benefiting from spinal manipulation: a machine learning study.

BACKGROUND: Neck pain (NP) ranks among the leading causes of years lived with disability worldwide. ...

May 2025 40426265
A Pilot Study Comparing Speech Characteristics in People With Parkinson's Disease and Controls Dancing Weekly Over 5-Years.

INTRODUCTION: Parkinson's Disease (PD) is a neurodegenerative disorder that affects motor and non-mo...

(1)
May 2025 40436695
Emerging blood biomarkers in Alzheimer's disease: a proteomic perspective.

Early detection of Alzheimer's disease (AD) remains a formidable clinical challenge, but emerging bl...

(2)
May 2025 40441344
AI-assisted multi-OMICS analysis reveals new markers for the prediction of AD.

Alzheimer's Disease (AD) is the most prevalent neurodegenerative disorder, characterized by progress...

(1)
May 2025 40441366
Advances in Diagnostic Approaches for Alzheimer's Disease: From Biomarkers to Deep Learning Technology.

Alzheimer's disease (AD) is a devastating neurological disorder that affects humans and is a major c...

May 2025 40444626
Neurostimulation for the Management of Epilepsy: Advances in Targeted Therapy.

BACKGROUND: Epilepsy is a multifaceted neurological disorder marked by seizures that can present wit...

(1)
May 2025 40444628
Machine Learning for Missing Data Imputation in Alzheimer's Research: Predicting Medial Temporal Lobe Flexibility.

BACKGROUND: Alzheimer's disease (AD) begins years before symptoms appear, making early detection ess...

May 2025 40501856
iSeizdiag: toward the framework development of epileptic seizure detection for healthcare.

INTRODUCTION: The seizure episodes result from abnormal and excessive electrical discharges by a gro...

May 2025 40495878
Deep learning-based automated segmentation for the quantitative diagnosis of cerebral small vessel disease via multisequence MRI.

OBJECTIVE: Existing visual scoring systems for cerebral small vessel disease (CSVD) cannot assess th...

(2)
May 2025 40496122
Neuropsychological and clinical variables associated with cognitive trajectories in patients with Alzheimer's disease.

BACKGROUND: The NeuroArtP3 (NET-2018-12366666) is a multicenter study funded by the Italian Ministry...

May 2025 40496971
Enhanced visibility graph for EEG classification.

Electroencephalography (EEG) holds immense potential for decoding complex brain patterns associated ...

(1)
May 2025 40497135
Heterogeneity in the association between internet use and dementia among older adults: A machine-learning analysis.

BACKGROUND & AIMS: Internet use among older adults may reduce the risk of dementia, but it remains u...

(3)
May 2025 40456200
Gait analysis for Parkinson's disease using multiscale entropy.

Parkinson's disease (PD) is a progressive neurodegenerative disorder marked by motor dysfunction and...

(1)
May 2025 40415583
EEG Connectivity as Predictor of ICAN ADHD Children's Improvement After Completion of Theta Beta Ratio Neurofeedback: Machine Learning Analyses.

Attention deficit hyperactivity disorder is a prevalent syndrome that costs billions of dollars annu...

(1)
May 2025 40418299
EEG microstate analysis in trigeminal neuralgia: identifying potential biomarkers for enhanced diagnostic accuracy.

OBJECTIVE: This study investigated EEG microstate dynamics in trigeminal neuralgia (TN) patients to ...

May 2025 40418510
Computational Risk Stratification of Preclinical Alzheimer's in Younger Adults.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that often begins decades befo...

May 2025 40506899
Comment on Dalboni da Rocha et al. Artificial Intelligence for Neuroimaging in Pediatric Cancer. 2025, , 622.

As researchers actively working in the field of pediatric neuroimaging and artificial intelligence, ...

May 2025 40507257
Reply to Keles et al. Comment on "Dalboni da Rocha et al. Artificial Intelligence for Neuroimaging in Pediatric Cancer. 2025, , 622".

We thank the readers for their thoughtful reading of our review, "Artificial Intelligence for Neuroi...

May 2025 40507258
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