Roshan Tourani

11 papers B 2Misc 1Journal 5Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Comparing Causal Bayesian Networks Estimated from Data. Entropy Sisi Ma, Roshan Tourani
2024	J	`jnl`	Consensus modeling: Safer transfer learning for small health systems. Artif. Intell. Medicine Roshan Tourani, Dennis H. Murphree, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
2023	—	`conf`	Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
2022	J	`jnl`	Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. IEEE J. Biomed. Health Informatics Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon
2021	J	`jnl`	Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon
2020	B	`conf`	Consensus Modeling: A Transfer Learning Approach for Small Health Systems. AIME Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
2020	B	`conf`	Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. AIME Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, György J. Simon
2020	—	`conf`	Predictive and Causal Implications of using Shapley Value for Model Interpretation. CD@KDD Sisi Ma, Roshan Tourani
2020	J	`jnl`	Predictive and Causal Implications of using Shapley Value for Model Interpretation. CoRR Sisi Ma, Roshan Tourani
2019	—	`conf`	The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. MedInfo Roshan Tourani, Dennis H. Murphree, Genevieve Melton-Meaux, Elizabeth C. Wick, Daryl J. Kor, György J. Simon
2018	Misc	`conf`	Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. AMIA 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, Alexander Burges, Steven Shen, Jinhua Wang, Roshan Tourani, Sisi Ma, Jacobus Pfisterer, Constantin F. Aliferis