Representation learning in intraoperative vital signs for heart failure risk prediction

Abstract Background The probability of heart failure during the perioperative period is 2% on average and it is as high as 17% when accompanied by cardiovascular diseases in China. It has been the most significant cause of postoperative death of patients. However, the patient is managed by the flow...

Full description

Bibliographic Details
Main Authors: Yuwen Chen, Baolian Qi
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-019-0978-6