Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. - Boris Winterhoff; Stefan Kommoss; Florian Heitz; Gottfried Konecny; Sean Dowdy; Sally Mullany; Tjoung-won Simon; Klaus Baumann; Felix Hilpert; Sara Brucker; Andreas du Bios; Willibald Schröde; et al. (AMIA, 2018)

The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. - Roshan Tourani; Dennis H. Murphree; Genevieve Melton-Meaux; Elizabeth C. Wick; Daryl J. Kor; György J. Simon (MedInfo, 2019)

Consensus Modeling: A Transfer Learning Approach for Small Health Systems. - Roshan Tourani; Dennis H. Murphree; Ying Zhu; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (AIME, 2020)

Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. - Ying Zhu; Roshan Tourani; Adam Sheka; Elizabeth C. Wick; Genevieve B. Melton; György J. Simon (AIME, 2020)

Predictive and Causal Implications of using Shapley Value for Model Interpretation. - Sisi Ma; Roshan Tourani (CD@KDD, 2020)

Strategies for building robust prediction models using data unavailable at prediction time. - Haoyu Yang; Roshan Tourani; Ying Zhu; Vipin Kumar 001; Genevieve B. Melton; Michael S. Steinbach; György J. Simon (J. Am. Medical Informatics Assoc., 2021)

Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. - Roshan Tourani; Sisi Ma; Michael Usher; György J. Simon (IEEE J. Biomed. Health Informatics, 2022)

Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. - Haoyu Yang; Roshan Tourani; Jia Li; Pedro J. Caraballo; Michael S. Steinbach; Vipin Kumar 001; György J. Simon (ICHI, 2023)

Consensus modeling: Safer transfer learning for small health systems. - Roshan Tourani; Dennis H. Murphree; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (Artif. Intell. Medicine, 2024)

Comparing Causal Bayesian Networks Estimated from Data. - Sisi Ma; Roshan Tourani (Entropy, 2024)