1 citations · 1 across the 3 of their papers we have counts for
3 papers
AKIBoards: A Structure-Following Multiagent System for Predicting Acute Kidney Injury
David Gordon, Panayiotis Petousis, Susanne B. Nicholas +1
Diagnostic reasoning entails a physician's local (mental) model based on an assumed or known shared perspective (global model) to explain patient observations with evidence assigne…
Testing Causal Explanations: A Case Study for Understanding the Effect of Interventions on Chronic Kidney Disease
Panayiotis Petousis, David Gordon, Susanne B. Nicholas +1
Randomized controlled trials (RCTs) are the standard for evaluating the effectiveness of clinical interventions. To address the limitations of RCTs on real-world populations, we de…
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset
David Gordon, Panayiotis Petousis, Anders O. Garlid +4
Several algorithms for learning the structure of dynamic Bayesian networks (DBNs) require an a priori ordering of variables, which influences the determined graph topology. However…