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

מאת Petousis, Panayiotis, Naeim, Arash, Mosleh, Ali, Hsu, William
הוצא לאור ב AMIA Annu Symp Proc (2018)

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

מאת Petousis, Panayiotis, Han, Simon X., Aberle, Denise, Bui, Alex A.T.
הוצא לאור ב Artif Intell Med (2016)

Generating Reward Functions Using IRL Towards Individualized Cancer Screening

מאת Petousis, Panayiotis, Han, Simon X., Hsu, William, Bui, Alex A. T.
הוצא לאור ב Artif Intell Health (2018) (2019)

Using Sequential Decision Making to Improve Lung Cancer Screening Performance

מאת PETOUSIS, PANAYIOTIS, WINTER, AUDREY, SPEIER, WILLIAM, ABERLE, DENISE R., HSU, WILLIAM, BUI, ALEX A.T.
הוצא לאור ב IEEE Access (2019)

A Bayesian model for estimating multi-state disease progression

מאת Shen, Shiwen, Han, Simon X., Petousis, Panayiotis, Weiss, Robert E., Meng, Frank, Bui, Alex A.T., Hsu, William
הוצא לאור ב Comput Biol Med (2016)