Neurology

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

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Forecasting-based biomedical time-series data synthesis for open data and robust AI.

The limited data availability due to strict privacy regulations and significant resource demands sev...

Mar 2026 41794011
Neuroimaging insights into the neurophysiological subtypes of major depressive disorder.

Major depressive disorder (MDD) is a highly heterogeneous condition that limits the reliability of s...

Mar 2026 41794061
Evaluating the potential of applying artificial intelligence in the diagnosis of major depressive disorder: Neuroimaging and clinical behavioral markers.

BACKGROUND: Consensus exists that point-of-care in scalable capabilities are required to improve the...

Mar 2026 41794147
Derivation of machine learning brain aging biomarkers for a set of forty thousand functional connectomes.

Various Magnetic Resonance Imaging modalities were developed to explore the brain. Among them, funct...

Mar 2026 41794271
Force Learning in Balanced Cortical E-I Networks.

Force learning is a learning method for generating various types of complex dynamics in recurrent ne...

Mar 2026 41785145
Automated detection of new cerebral infarctions and prognostic implications using deep learning on serial MRI.

We developed and externally validated a deep learning model to automatically detect new ischemic les...

Mar 2026 41786919
Time-frequency-spatial channel attention network for semantic decoding: an exploratory EEG study.

Semantic decoding is a crucial approach for investigating the neural mechanisms underlying language ...

Mar 2026 41781649
Carbon quantum dots exacerbate Parkinson's disease-like pathology through microglia-mediated neuroinflammatory responses with toxicological implications.

The global burden of Parkinson's disease (PD) is projected to double by 2050, with early-onset cases...

Mar 2026 41791449
Genotype and Age at Onset Drive Vermis Atrophy in CACNA1A- and GAA-FGF14-related Ataxias.

UNLABELLED: CACNA1A- and GAA-FGF14-related channelopathies are among the most frequent genetic etiol...

(3)
Mar 2026 41775907
Risk factors for postoperative recurrence of sinonasal inverted papilloma: a retrospective analysis of 171 cases.

BACKGROUND: Sinonasal inverted papilloma(SNIP) is a benign tumor with a potential of malignant trans...

(1)
Mar 2026 41778303
Cognitive reinforcement: capturing tacit knowledge and enhancing expertise with a biofeedback interface for visual attention.

Objective.Tacit or implicit knowledge refers to know-how that experts possess but often cannot artic...

Mar 2026 41778404
Machine Learning-Enhanced TCAB Score for Predicting Postoperative Ischemic Stroke After CABG.

BACKGROUND: Postoperative acute ischemic stroke remains a critical complication of coronary artery b...

Mar 2026 41778551
MRI In Vivo Detection of Amyloid-β Protein Deposition in Different Brain Regions of Patients with AD and MCI.

To investigate a non-invasive magnetic resonance imaging (MRI)-based method for detecting amyloid-β ...

Mar 2026 41779032
STAND-Net: A Spiking Temporal Attention autoeNcoDer Network for Efficient EEG Artifact Removal.

Electroencephalography (EEG)-based brain computer interface (BCI) systems hold significant promise a...

Mar 2026 41779656
Adaptive Segmentation of EEG for Machine Learning Applications.

OBJECTIVE: Electroencephalography (EEG) data is derived by sampling continuous neurological time ser...

Mar 2026 41779661
Interpretable EEG biomarkers for neurological disease models in mice using bag-of-waves classifiers.

OBJECTIVE: Electroencephalograms (EEGs) are time-series records of the electrical potential from col...

Mar 2026 41780177
CTP-Free Method for Automated Lesion Water Uptake in Acute Ischemic Stroke.

BACKGROUND AND PURPOSE: Net water uptake (NWU) in the infarct core of patients with ischemic stroke ...

Mar 2026 41781175
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