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A tree based approach for multi-class classification of surgical procedures using structured and unstructured data

BACKGROUND: In surgical department, CPT code assignment has been a complicated manual human effort, that entails significant related knowledge and experience. While there are several studies using CPTs to make predictions in surgical services, literature on predicting CPTs in surgical and other serv...

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Detalles Bibliográficos
Autores principales: Khaleghi, Tannaz, Murat, Alper, Arslanturk, Suzan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8612004/
https://www.ncbi.nlm.nih.gov/pubmed/34814905
http://dx.doi.org/10.1186/s12911-021-01665-w