A comparative study on deep learning models for text classification of unstructured medical notes with various levels of class imbalance

BACKGROUND: Discharge medical notes written by physicians contain important information about the health condition of patients. Many deep learning algorithms have been successfully applied to extract important information from unstructured medical notes data that can entail subsequent actionable res...

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Detalles Bibliográficos
Autores principales: Lu, Hongxia, Ehwerhemuepha, Louis, Rakovski, Cyril
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250736/
https://www.ncbi.nlm.nih.gov/pubmed/35780100
http://dx.doi.org/10.1186/s12874-022-01665-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9250736/
https://www.ncbi.nlm.nih.gov/pubmed/35780100
http://dx.doi.org/10.1186/s12874-022-01665-y

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