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2020 – today
- 2024
[j5]Al Rahrooh
, Anders O. Garlid, Kelly Bartlett, Warren Coons, Panayiotis Petousis, William Hsu, Alex A. T. Bui:
Towards a framework for interoperability and reproducibility of predictive models. J. Biomed. Informatics 149: 104551 (2024)- [i2]Panayiotis Petousis, David Gordon, Susanne B. Nicholas, Alex A. T. Bui:
Testing Causal Explanations: A Case Study for Understanding the Effect of Interventions on Chronic Kidney Disease. CoRR abs/2410.12047 (2024) - 2023
- [i1]David Gordon, Panayiotis Petousis, Anders O. Garlid, Keith C. Norris, Katherine R. Tuttle, Susanne B. Nicholas, Alex A. T. Bui:
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset. CoRR abs/2304.10175 (2023) - 2021
- [j4]David Gordon, Panayiotis Petousis, Henry W. Zheng, Davina Zamanzadeh, Alex A. T. Bui:
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings. Frontiers Big Data 4: 693869 (2021) - [c6]Davina Zamanzadeh, Panayiotis Petousis, Tyler A. Davis, Susanne B. Nicholas, Keith C. Norris, Katherine R. Tuttle, Alex A. T. Bui, Majid Sarrafzadeh:
Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets. EMBC 2021: 2303-2309
2010 – 2019
- 2019
- [b1]Panayiotis Petousis:
Optimizing cancer screening with POMDPs. University of California, Los Angeles, USA, 2019 - [j3]Panayiotis Petousis, Audrey Winter, William Speier, Denise R. Aberle, William Hsu, Alex A. T. Bui:
Using Sequential Decision Making to Improve Lung Cancer Screening Performance. IEEE Access 7: 119403-119419 (2019) - 2018
- [c5]Panayiotis Petousis, Arash Naeim, Ali Mosleh, William Hsu:
Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. AMIA 2018 - [c4]Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui:
Generating reward functions using IRL towards individualized cancer screening. AIH@IJCAI 2018: 109-120 - [c3]Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui:
Generating Reward Functions Using IRL Towards Individualized Cancer Screening. AIH@IJCAI (Revised Selected Papers) 2018: 213-227 - 2017
- [j2]Shiwen Shen, Simon X. Han, Panayiotis Petousis, Robert E. Weiss, Frank Meng, Alex A. T. Bui, William Hsu:
A Bayesian model for estimating multi-state disease progression. Comput. Biol. Medicine 81: 111-120 (2017) - [c2]William Hsu, Frank Meng, Panayiotis Petousis, Weixia Yu, Alex A. T. Bui:
A Web-based Platform for Evaluating and Disseminating Predictive Models. CRI 2017 - 2016
- [j1]Panayiotis Petousis, Simon X. Han, Denise R. Aberle, Alex A. T. Bui:
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 72: 42-55 (2016) - 2015
- [c1]Shiwen Shen, Simon X. Han, Panayiotis Petousis, Frank Meng, William Hsu, Alex A. T. Bui:
A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer. AMIA 2015
Coauthor Index
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