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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

BACKGROUND: The widespread secondary use of electronic medical records (EMRs) promotes health care quality improvement. Representation learning that can automatically extract hidden information from EMR data has gained increasing attention. OBJECTIVE: We aimed to propose a patient representation wit...

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Detalles Bibliográficos
Autores principales: Huang, Yanqun, Zheng, Zhimin, Ma, Moxuan, Xin, Xin, Liu, Honglei, Fei, Xiaolu, Wei, Lan, Chen, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386580/
https://www.ncbi.nlm.nih.gov/pubmed/35921141
http://dx.doi.org/10.2196/37486