Assessing the utility of deep neural networks in detecting superficial surgical site infections from free text electronic health record data

• Главные авторы: Alexander Bonde (Автор), Stephan Lorenzen (Автор), Gustav Brixen (Автор), Anders Troelsen (Автор), Martin Sillesen (Автор)
• Формат: ‌
• Опубликовано: Frontiers Media S.A., 2024-01-01T00:00:00Z.
• Предметы: article
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BackgroundHigh-quality outcomes data is crucial for continued surgical quality improvement. Outcomes are generally captured through structured administrative data or through manual curation of unstructured electronic health record (EHR) data. The aim of this study was to apply natural language proce...