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Teaching a Machine to Feel Postoperative Pain: Combining High-Dimensional Clinical Data with Machine Learning Algorithms to Forecast Acute Postoperative Pain

BACKGROUND: Given their ability to process highly dimensional datasets with hundreds of variables, machine learning algorithms may offer one solution to the vexing challenge of predicting postoperative pain. METHODS: Here, we report on the application of machine learning algorithms to predict postop...

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Detalhes bibliográficos
Publicado no:Pain Med
Main Authors: Tighe, Patrick J., Harle, Christopher A., Hurley, Robert W., Aytug, Haldun, Boezaart, Andre P., Fillingim, Roger B.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4504764/
https://ncbi.nlm.nih.gov/pubmed/26031220
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/pme.12713
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