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R. Tourani · SciRah

Researcher profile · Semantic Scholar

R. Tourani

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R. Tourani — researcher profile on SciRah

h-index: 7
Works: 26
Citations: 162

Most-cited papers

Predictive and Causal Implications of using Shapley Value for Model Interpretation
Si-Si Ma, R. Tourani
2020CD@KDD49 citations
Semantic Scholar
Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm
Ying Zhu, György J. Simon, E. Wick, Yumiko Abe-Jones +6 more
2021Journal of the American College of Surgeons28 citations Open access
Semantic Scholar
Causal analysis identifies small HDL particles and physical activity as key determinants of longevity of older adults
V. Kraus, Si-Si Ma, R. Tourani, G. Fillenbaum +10 more
2022EBioMedicine13 citations Open access
Semantic Scholar
Dilution of Molecular–Pathologic Gene Signatures by Medically Associated Factors Might Prevent Prediction of Resection Status After Debulking Surgery in Patients With Advanced Ovarian Cancer
F. Heitz, S. Kommoss, R. Tourani, A. Grandelis +23 more
2019Clinical Cancer Research13 citations Open access
Semantic Scholar
Need for Emergent Intervention within 6 Hours: A Novel Prediction Model for Hospital Trauma Triage
R. Morris, B. Karam, Emily J. Zolfaghari, Benjamin Chen +9 more
2021Prehospital Emergency Care11 citations
Semantic Scholar
Patient Heterogeneity and the J-Curve Relationship Between Time-to-Antibiotics and the Outcomes of Patients Admitted With Bacterial Infection*
Michael Usher, R. Tourani, Ben Webber, Christopher J. Tignanelli +7 more
2021Critical Care Medicine9 citations
Semantic Scholar
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites
R. Tourani, Dennis H. Murphree, G. Melton-Meaux, E. Wick +2 more
2019Medinfo7 citations Open access
Semantic Scholar
Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions
B. Winterhoff, S. Kommoss, F. Heitz, G. Konecny +15 more
2018American Medical Informatics Association Annual Symposium7 citations
Semantic Scholar
Strategies for building robust prediction models using data unavailable at prediction time
Hao-Yu Yang, R. Tourani, Ying Zhu, Vipin Kumar +3 more
2021J. Am. Medical Informatics Assoc.5 citations Open access
Semantic Scholar
Overcoming gaps: regional collaborative to optimize capacity management and predict length of stay of patients admitted with COVID-19
Michael Usher, R. Tourani, György J. Simon, C. Tignanelli +8 more
2021JAMIA Open5 citations Open access
Semantic Scholar
min-SIA: a Lightweight Algorithm to Predict the Risk of 6-Month Mortality at the Time of Hospital Admission
Nishant Sahni, R. Tourani, D. R. Sullivan, György J. Simon
2020Journal of general internal medicine5 citations Open access
Semantic Scholar
Consensus Modeling: A Transfer Learning Approach for Small Health Systems
R. Tourani, Dennis H. Murphree, Ying Zhu, A. Sheka +3 more
2020Conference on Artificial Intelligence in Medicine in Europe3 citations
Semantic Scholar
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare
Haoyu Yang, R. Tourani, Jia Li, P. Caraballo +3 more
2023IEEE International Conference on Healthcare Informatics2 citations
Semantic Scholar
Significant Overall Survival Improvement In Proliferative Subtype Ovarian Cancer Patients Receiving Bevacizumab
S. Kommoss, F. Heitz, B. Winterhoff, Chen Wang +16 more
2018Geburtshilfe und Frauenheilkunde2 citations
Semantic Scholar
Real-world impact of a sepsis early detection model integrated into clinical workflow: a quasi-experimental study
Y. Zhang, S. Trinh, T. Phelan, T. F. Byrd +5 more
2026medRxiv1 citations Open access
Semantic Scholar
Robust Methods for Quantifying the Effect of A Continuous Exposure from Observational Data
R. Tourani, Si-Si Ma, Michael Usher, György J. Simon
2022IEEE journal of biomedical and health informatics1 citations Open access
Semantic Scholar
Prediction of post-operative residual disease in advanced-stage ovarian cancer (AOC) using whole transcriptome expression: An exploratory analysis of the AGO-OVAR 11 (ICON7) trial.
F. Heitz, S. Kommoss, B. Winterhoff, C. Aliferis +16 more
20181 citations
Semantic Scholar
Real-World Effects of a Sepsis Early Detection Model Integrated into Clinical Workflow: A Quasi-Experimental Study
Yi-Fan Zhang, S. Trinh, Tom Phelan, T. F. Byrd +5 more
2026Applied Clinical Informatics0 citations Open access
Semantic Scholar
Consensus modeling: Safer transfer learning for small health systems
R. Tourani, Dennis H. Murphree, A. Sheka, Genevieve B. Melton +2 more
2024Artif. Intell. Medicine0 citations
Semantic Scholar
Comparing Causal Bayesian Networks Estimated from Data
Si-Si Ma, R. Tourani
2024Entropy0 citations Open access
Semantic Scholar
Not all public gatherings are the same: a comparative analysis of COVID superspreader events.
David Haynes, R. Tourani, C. Tiwari, A. Dudley
2022Journal of public health0 citations
Semantic Scholar
Utilizing Causal Pathway Analysis To Predict Change In Cardiorespiratory Fitness In The STRRIDE Randomized Trials
Leanna M. Ross, R. Tourani, Si-Si Ma, Steven Shen +5 more
2020Medicine & Science in Sports & Exercise0 citations Open access
Semantic Scholar
Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce
Ying Zhu, R. Tourani, A. Sheka, E. Wick +2 more
2020Conference on Artificial Intelligence in Medicine in Europe0 citations
Semantic Scholar
Dilution of molecular-pathologic gene signatures (MPG) by parameter unrelated to tumor biology (UTB) may prevent prediction of the resection status after debulking surgery in patients with advanced ovarian cancer
F. Heitz, S. Kommoss, R. Tourani, A. Grandelis +23 more
2019International Journal of Gynecological Cancer0 citations Open access
Semantic Scholar
Significant overall survival improvement in proliferative subtype ovarian cancer patients receiving bevacizumab
S. Kommoss, F. Heitz, B. Winterhoff, C. Wang +16 more
2018Geburtshilfe und Frauenheilkunde0 citations
Semantic Scholar
Exact Quench Dynamics of Open System Kondo Model
R. Tourani, N. Andrei
20170 citations
Semantic Scholar

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Si-Si Ma×11
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Si-Si Ma — researcher profile on SciRah
György J. Simon×11
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György J. Simon — researcher profile on SciRah
C. Aliferis×7
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S. Kommoss×6
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