A GRU-based survival model predicts sepsis onset up to 12 hours ahead with AUC 0.90/0.87 on internal and external cohorts, and an ATEE analysis ranks Sepsis-3 over CDC criteria for early antibiotic policies.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis
A GRU-based survival model predicts sepsis onset up to 12 hours ahead with AUC 0.90/0.87 on internal and external cohorts, and an ATEE analysis ranks Sepsis-3 over CDC criteria for early antibiotic policies.