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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

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