Roshan Tourani

According to our database, Roshan Tourani authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Comparing Causal Bayesian Networks Estimated from Data.

Sisi Ma, Roshan Tourani

Entropy, March, 2024

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

2023

Causal Structure Learning from Imperfect Longitudinal Data in Healthcare.

Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

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

2021

Strategies for building robust prediction models using data unavailable at prediction time.

Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon

J. Am. Medical Informatics Assoc., 2021

2020

Predictive and Causal Implications of using Shapley Value for Model Interpretation.

Sisi Ma, Roshan Tourani

Proceedings of the 2020 KDD Workshop on Causal Discovery (CD@KDD 2020), 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

Proceedings of the Artificial Intelligence in Medicine, 2020

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

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

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, Alexander Burges, Steven Shen, Jinhua Wang, Roshan Tourani, Sisi Ma, Jacobus Pfisterer, Constantin F. Aliferis

Proceedings of the AMIA 2018, 2018