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Automated Information Extraction from Free-Text EEG Reports

In this study we have developed a supervised learning to automatically detect with high accuracy EEG reports that describe seizures and epileptiform discharges. We manually labeled 3,277 documents as describing one or more seizures vs no seizures, and as describing epileptiform discharges vs no epil...

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Dades bibliogràfiques
Publicat a:Conf Proc IEEE Eng Med Biol Soc
Autors principals: Biswal, Siddharth, Nip, Zarina, Junior, Valdery Moura, Bianchi, Matt T., Rosenthal, Eric S, Westover, M Brandon
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4872711/
https://ncbi.nlm.nih.gov/pubmed/26737856
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2015.7319956
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