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Temporal condition pattern mining in large, sparse electronic health record data: A case study in characterizing pediatric asthma

OBJECTIVE: This study introduces a temporal condition pattern mining methodology to address the sparse nature of coded condition concept utilization in electronic health record data. As a validation study, we applied this method to reveal condition patterns surrounding an initial diagnosis of pediat...

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Detalles Bibliográficos
Autores principales: Campbell, Elizabeth A, Bass, Ellen J, Masino, Aaron J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7075539/
https://www.ncbi.nlm.nih.gov/pubmed/32049282
http://dx.doi.org/10.1093/jamia/ocaa005