activity
20192023
most citedDeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis

8 citations · 9 across the 5 of their papers we have counts for

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Showing stat.APShow all

2 papers · 1 filter

stat.AP2022★ 1 cited

Online Critical-State Detection of Sepsis Among ICU Patients using Jensen-Shannon Divergence

Jeffrey R. Smith, Yao Xie, Christopher S. Josef +1

Sepsis is a severe medical condition caused by a dysregulated host response to infection that has a high incidence and mortality rate. Even with such a high-level occurrence rate,…

stat.AP2022

Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes

Song Wei, Yao Xie, Christopher S. Josef +1

Modern health care systems are conducting continuous, automated surveillance of the electronic medical record (EMR) to identify adverse events with increasing frequency; however, m…