1 citations · 1 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024★ 1 cited
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…
cs.LG2023
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…