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2020 – today
- 2024
[j4]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: 102899 (2024)- [j3]Sisi Ma, Roshan Tourani:
Comparing Causal Bayesian Networks Estimated from Data. Entropy 26(3): 228 (2024) - 2023
- [c6]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: 1-11 - 2022
- [j2]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): 5728-5737 (2022) - 2021
- [j1]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): 72-79 (2021) - 2020
- [c5]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: 170-180 - [c4]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: 181-191 - [c3]Sisi Ma, Roshan Tourani:
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CD@KDD 2020: 23-38 - [i1]Sisi Ma, Roshan Tourani:
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CoRR abs/2008.05052 (2020)
2010 – 2019
- 2019
- [c2]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: 398-402 - 2018
- [c1]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
Coauthor Index
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