Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets. - Davina Zamanzadeh; Panayiotis Petousis; Tyler A. Davis; Susanne B. Nicholas; Keith C. Norris; Katherine R. Tuttle; Alex A. T. Bui; Majid Sarrafzadeh (EMBC, 2021)

Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset. - David Gordon; Panayiotis Petousis; Anders O. Garlid; Keith C. Norris; Katherine R. Tuttle; Susanne B. Nicholas; Alex A. T. Bui (CoRR, 2023)

Testing Causal Explanations: A Case Study for Understanding the Effect of Interventions on Chronic Kidney Disease. - Panayiotis Petousis; David Gordon; Susanne B. Nicholas; Alex A. T. Bui (CoRR, 2024)

AKIBoards: A Structure-Following Multiagent System for Predicting Acute Kidney Injury. - David Gordon; Panayiotis Petousis; Susanne B. Nicholas; Alex A. T. Bui (CoRR, 2025)