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Identification of asthma control factor in clinical notes using a hybrid deep learning model

BACKGROUND: There are significant variabilities in guideline-concordant documentation in asthma care. However, assessing clinician’s documentation is not feasible using only structured data but requires labor-intensive chart review of electronic health records (EHRs). A certain guideline element in...

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Detalles Bibliográficos
Autores principales: Agnikula Kshatriya, Bhavani Singh, Sagheb, Elham, Wi, Chung-Il, Yoon, Jungwon, Seol, Hee Yun, Juhn, Young, Sohn, Sunghwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579684/
https://www.ncbi.nlm.nih.gov/pubmed/34753481
http://dx.doi.org/10.1186/s12911-021-01633-4