Analysis of the 72-h Mortality of Emergency Room Septic Patients Based on a Deep Belief Network

Analysis of the 72-h Mortality of Emergency Room Septic Patients Based on a Deep Belief Network

In this paper, a deep belief network (DBN) is proposed as an effective method to predict the mortality of patients within the first 72 h of visiting an emergency room (ER), i.e., 72-h mortality. Previously, physicians used the quick sequential organ failure assessment (qSOFA) and systemic inflammato...

Full description

Bibliographic Details
Main Authors: Jau-Woei Perng, I-Hsi Kao, Yen-Wei Chen, Yi-Horng Lai, Chih-Min Su, Shih-Chiang Hung, Mel S. Lee, Chia-Te Kung
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Deep belief network
mortality prediction
qSOFA
SIRS
Online Access:https://ieeexplore.ieee.org/document/8558682/

Internet

https://ieeexplore.ieee.org/document/8558682/

Similar Items