2 papers
cs.MA2025
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…
cs.LG2024
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…