Prediction of blood culture outcome using hybrid neural network model based on electronic health records

Prediction of blood culture outcome using hybrid neural network model based on electronic health records

Abstract Background Blood cultures are often performed to detect patients who has a serious illness without infections and patients with bloodstream infections. Early positive blood culture prediction is important, as bloodstream infections may cause inflammation of the body, even organ failure or d...

Full description

Bibliographic Details
Main Authors: Ming Cheng, Xiaolei Zhao, Xianfei Ding, Jianbo Gao, Shufeng Xiong, Yafeng Ren
Format: Article
Language:English
Published: BMC 2020-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Hybrid neural network
Long short-term memory
Electronic health records
Positive blood cultures prediction
Online Access:http://link.springer.com/article/10.1186/s12911-020-1113-4

Internet

http://link.springer.com/article/10.1186/s12911-020-1113-4

Similar Items