Panayiotis Petousis

16 papers Misc 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
AKIBoards: A Structure-Following Multiagent System for Predicting Acute Kidney Injury.
CoRR
David Gordon, Panayiotis Petousis, Susanne B. Nicholas, Alex A. T. Bui
2025 J jnl
Improving Drug Identification in Overdose Death Surveillance using Large Language Models.
CoRR
Arthur J. Funnell, Panayiotis Petousis, Fabrice Harel-Canada, Ruby Romero, Alex A. T. Bui, Adam Koncsol, Hritika Chaturvedi, Chelsea Shover, David Goodman-Meza
2024 J jnl
Testing Causal Explanations: A Case Study for Understanding the Effect of Interventions on Chronic Kidney Disease.
CoRR
Panayiotis Petousis, David Gordon, Susanne B. Nicholas, Alex A. T. Bui
2024 J jnl
Towards a framework for interoperability and reproducibility of predictive models.
J. Biomed. Informatics
Al Rahrooh, Anders O. Garlid, Kelly Bartlett, Warren Coons, Panayiotis Petousis, William Hsu, Alex A. T. Bui
2023 J jnl
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset.
CoRR
David Gordon, Panayiotis Petousis, Anders O. Garlid, Keith C. Norris, Katherine R. Tuttle, Susanne B. Nicholas, Alex A. T. Bui
2021 — conf
Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets.
EMBC
Davina Zamanzadeh, Panayiotis Petousis, Tyler A. Davis, Susanne B. Nicholas, Keith C. Norris, Katherine R. Tuttle, Alex A. T. Bui, Majid Sarrafzadeh
2021 J jnl
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.
Frontiers Big Data
David Gordon, Panayiotis Petousis, Henry W. Zheng, Davina Zamanzadeh, Alex A. T. Bui
2019 — —
Optimizing cancer screening with POMDPs.
Panayiotis Petousis
2019 J jnl
Using Sequential Decision Making to Improve Lung Cancer Screening Performance.
IEEE Access
Panayiotis Petousis, Audrey Winter, William Speier, Denise R. Aberle, William Hsu, Alex A. T. Bui
2018 Misc conf
Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models.
AMIA
Panayiotis Petousis, Arash Naeim, Ali Mosleh, William Hsu
2018 — conf
Generating Reward Functions Using IRL Towards Individualized Cancer Screening.
AIH@IJCAI (Revised Selected Papers)
Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui
2018 — conf
Generating reward functions using IRL towards individualized cancer screening.
AIH@IJCAI
Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui
2017 J jnl
A Bayesian model for estimating multi-state disease progression.
Comput. Biol. Medicine
Shiwen Shen, Simon X. Han, Panayiotis Petousis, Robert E. Weiss, Frank Meng, Alex A. T. Bui, William Hsu
2017 — conf
A Web-based Platform for Evaluating and Disseminating Predictive Models.
CRI
William Hsu, Frank Meng, Panayiotis Petousis, Weixia Yu, Alex A. T. Bui
2016 J jnl
Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network.
Artif. Intell. Medicine
Panayiotis Petousis, Simon X. Han, Denise R. Aberle, Alex A. T. Bui
2015 Misc conf
A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer.
AMIA
Shiwen Shen, Simon X. Han, Panayiotis Petousis, Frank Meng, William Hsu, Alex A. T. Bui