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Classification of Current Procedural Terminology Codes from Electronic Health Record Data Using Machine Learning

BACKGROUND: Accurate anesthesiology procedure code data is essential to quality improvement, research, and reimbursement tasks within anesthesiology practices. Advanced data science techniques including machine learning and natural language processing offer opportunities to develop classification to...

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Detalhes bibliográficos
Publicado no:Anesthesiology
Main Authors: Burns, Michael L., Mathis, Michael R., Vandervest, John, Tan, Xinyu, Lu, Bo, Colquhoun, Douglas A., Shah, Nirav, Kheterpal, Sachin, Saager, Leif
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7665375/
https://ncbi.nlm.nih.gov/pubmed/32028374
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/ALN.0000000000003150
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