Panayiotis Petousis

A Bayesian model for estimating multi-state disease progression

Alex A. T. Bui, Frank Meng, Robert E. Weiss, 2017, Comput. Biol. Medicine.

Using Sequential Decision Making to Improve Lung Cancer Screening Performance

Denise R. Aberle, Alex A. T. Bui, Panayiotis Petousis, 2019, IEEE Access.

A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer

Alex A. T. Bui, Frank Meng, William Hsu, 2015, AMIA.

Optimizing cancer screening with POMDPs

Panayiotis Petousis, 2019 .

A Web-based Platform for Evaluating and Disseminating Predictive Models

Alex A. T. Bui, Frank Meng, William Hsu, 2017, CRI.

Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models

Arash Naeim, William Hsu, Panayiotis Petousis, 2018, AMIA.

Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network

Denise R. Aberle, Alex A. T. Bui, Simon X. Han, 2016, Artif. Intell. Medicine.

Generating reward functions using IRL towards individualized cancer screening

Alex A. T. Bui, William Hsu, Simon X. Han, 2018, AIH@IJCAI.

TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings

Alex A. T. Bui, Panayiotis Petousis, Davina Zamanzadeh, 2021, Frontiers in Big Data.

Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets

Majid Sarrafzadeh, Panayiotis Petousis, Katherine R. Tuttle, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).