Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings

Preoperative knowledge of expected postoperative pain can help guide perioperative pain management and focus interventions on patients with the greatest risk of acute pain. However, current methods for predicting postoperative pain require patient and clinician input or laborious manual chart review...

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Detalles Bibliográficos
Autores principales: Liu, Ran, Gutiérrez, Rodrigo, Mather, Rory V., Stone, Tom A. D., Santa Cruz Mercado, Laura A., Bharadwaj, Kishore, Johnson, Jasmine, Das, Proloy, Balanza, Gustavo, Uwanaka, Ekenedilichukwu, Sydloski, Justin, Chen, Andrew, Hagood, Mackenzie, Bittner, Edward A., Purdon, Patrick L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654400/
https://www.ncbi.nlm.nih.gov/pubmed/37973817
http://dx.doi.org/10.1038/s41746-023-00947-z

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