Panayiotis Petousis

Orcid: 0000-0002-0696-608X

According to our database1, Panayiotis Petousis authored at least 12 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Towards a framework for interoperability and reproducibility of predictive models.
J. Biomed. Informatics, January, 2024

2023
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset.
CoRR, 2023

2021
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.
Frontiers Big Data, 2021

Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019
Optimizing cancer screening with POMDPs.
PhD thesis, 2019

Using Sequential Decision Making to Improve Lung Cancer Screening Performance.
IEEE Access, 2019

2018
Generating reward functions using IRL towards individualized cancer screening.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models.
Proceedings of the AMIA 2018, 2018

2017
A Bayesian model for estimating multi-state disease progression.
Comput. Biol. Medicine, 2017

A Web-based Platform for Evaluating and Disseminating Predictive Models.
Proceedings of the Summit on Clinical Research Informatics, 2017

2016
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, 2016

2015
A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer.
Proceedings of the AMIA 2015, 2015


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