Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

BACKGROUND: Machine learning (ML) achieves better predictions of postoperative mortality than previous prediction tools. Free-text descriptions of the preoperative diagnosis and the planned procedure are available preoperatively. Because reading these descriptions helps anesthesiologists evaluate th...

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Detalles Bibliográficos
Autores principales: Chen, Pei-Fu, Chen, Lichin, Lin, Yow-Kuan, Li, Guo-Hung, Lai, Feipei, Lu, Cheng-Wei, Yang, Chi-Yu, Chen, Kuan-Chih, Lin, Tzu-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131148/
https://www.ncbi.nlm.nih.gov/pubmed/35536634
http://dx.doi.org/10.2196/38241

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131148/
https://www.ncbi.nlm.nih.gov/pubmed/35536634
http://dx.doi.org/10.2196/38241

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