Deep learning-based NLP data pipeline for EHR-scanned document information extraction

OBJECTIVE: Scanned documents in electronic health records (EHR) have been a challenge for decades, and are expected to stay in the foreseeable future. Current approaches for processing include image preprocessing, optical character recognition (OCR), and natural language processing (NLP). However, t...

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Detalles Bibliográficos
Autores principales: Hsu, Enshuo, Malagaris, Ioannis, Kuo, Yong-Fang, Sultana, Rizwana, Roberts, Kirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188320/
https://www.ncbi.nlm.nih.gov/pubmed/35702624
http://dx.doi.org/10.1093/jamiaopen/ooac045

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188320/
https://www.ncbi.nlm.nih.gov/pubmed/35702624
http://dx.doi.org/10.1093/jamiaopen/ooac045

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