Supervised Mixture Models for Population Health. - Xiao Shou; Georgios Mavroudeas; Alexander New; Kofi Arhin; Jason Nicholas Kuruzovich; Malik Magdon-Ismail; Kristin P. Bennett (BIBM, 2019)

Predictive Modeling for Complex Care Management. - Georgios Mavroudeas; Nafis Neehal; Xiao Shou; Malik Magdon-Ismail; Jason Nicholas Kuruzovich; Kristin P. Bennett (BIBM, 2021)

Learning GraphQL Query Cost. - Georgios Mavroudeas; Guillaume Baudart; Alan Cha; Martin Hirzel; Jim Alain Laredo; Malik Magdon-Ismail; Louis Mandel; Erik Wittern (ASE, 2021)

Learning GraphQL Query Costs (Extended Version). - Georgios Mavroudeas; Guillaume Baudart; Alan Cha; Martin Hirzel; Jim Alain Laredo; Malik Magdon-Ismail; Louis Mandel; Erik Wittern (CoRR, 2021)

Subpopulation Analysis in Causal Inference: A Healthcare Case Study. - Georgios Mavroudeas; Nafis Neehal; Jason Nicholas Kuruzovich; Kristin P. Bennett; Malik Magdon-Ismail (BIBM, 2022)

HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management. - Georgios Mavroudeas; Malik Magdon-Ismail; Xiao Shou; Kristin P. Bennett (ICDM (Workshops), 2022)

Machine learning in health informatics - Georgios Mavroudeas (2022)

Consistent Causal Inference of Group Effects in Non-Targeted Trials with Finitely Many Effect Levels. - Georgios Mavroudeas; Malik Magdon-Ismail; Kristin P. Bennett; Jason Kuruzovich (CoRR, 2025)