Leveraging pretrained language models for seizure frequency extraction from epilepsy evaluation reports

Abstract Seizure frequency is essential for evaluating epilepsy treatment, ensuring patient safety, and reducing risk for Sudden Unexpected Death in Epilepsy. As this information is often described in clinical narratives, this study presents an approach to extracting structured seizure frequency det...

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Bibliographic Details
Main Authors: Rashmie Abeysinghe, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang, Licong Cui
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01592-4
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