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J. Winston

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Open access Jul 2026

Automated Interpretation of EEG Reports Using a Large Language Model with Structured Confidence Outputs

A large language model pipeline to extract structured diagnostic labels and confidence levels from EEG reports with near-human accuracy and strong generalization can effectively automate the extraction of structured diagnostic information from EEG reports with near-human accuracy and strong generalization.

W. Tian, S. Bergner, A. Moiseev et al. · 0 citations
Open access Aug 2026

Characteristics of subclinical seizures in an adult epilepsy population—a retrospective observational study

SCSs are present in approximately one quarter of presurgical epilepsy patients and show moderate concordance with CS and IED localization and their distinct localization profile and frequent containment within CS zones support their value as complementary information in epilepsy care.

L. Lankhuijzen, Monique Cloherty, J. Winston et al. · 0 citations

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