Panayiotis Petousis

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Venues

AMIA

Artif. Intell. Medicine

CRI

AIH@IJCAI

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

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 (2024)
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 (2023)
David Gordon, Panayiotis Petousis, Henry Zheng, Davina Zamanzadeh, Alex A. T. Bui
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings. Frontiers Big Data 4 (2021)
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)
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 (2019)
Panayiotis Petousis, Arash Naeim, Ali Mosleh, William Hsu
Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. AMIA (2018)
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)
Panayiotis Petousis, Simon X. Han, William Hsu, Alex A. T. Bui
Generating reward functions using IRL towards individualized cancer screening. AIH@IJCAI (2018)
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 (2017)
William Hsu, Frank Meng, Panayiotis Petousis, Weixia Yu, Alex A. T. Bui
A Web-based Platform for Evaluating and Disseminating Predictive Models. CRI (2017)
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 (2016)
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)

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Publication Activity (10 Years)

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Panayiotis Petousis