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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Bibliografiset tiedot
Julkaisussa:Anesthesiology
Päätekijät: Burns, Michael L., Mathis, Michael R., Vandervest, John, Tan, Xinyu, Lu, Bo, Colquhoun, Douglas A., Shah, Nirav, Kheterpal, Sachin, Saager, Leif
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2020
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Article
Linkit: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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