Roshan Tourani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Transfer Learning

Causal Structure

Prediction Model

Top Venues

Artif. Intell. Medicine

Publications

Roshan Tourani, Dennis H. Murphree, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
Consensus modeling: Safer transfer learning for small health systems. Artif. Intell. Medicine 154 (2024)
Sisi Ma, Roshan Tourani
Comparing Causal Bayesian Networks Estimated from Data. Entropy 26 (3) (2024)
Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI (2023)
Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon
Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, György J. Simon
Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. AIME (2020)
Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
Consensus Modeling: A Transfer Learning Approach for Small Health Systems. AIME (2020)
Sisi Ma, Roshan Tourani
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CD@KDD (2020)
Sisi Ma, Roshan Tourani
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CoRR (2020)
Roshan Tourani, Dennis H. Murphree, Genevieve Melton-Meaux, Elizabeth C. Wick, Daryl J. Kor, György J. Simon
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. MedInfo (2019)
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
Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. AMIA (2018)