Rom Gutman

2019202020212022202320241 4 33 58 32 10

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Malka GorfineTel Aviv UniversityVerified email at post.tau.ac.il
Uri ShalitAssociate Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Jonathan SomerTechnion UniversityVerified email at campus.technion.ac.il
Tomer MeirMachine Learning ResearcherVerified email at campus.technion.ac.il
Smadar shiloWeizmann institute of scienceVerified email at weizmann.ac.il
Hagai RossmanWeizmann Institute of ScienceVerified email at weizmann.ac.il
Eran SegalProfessor of Computer Science, Weizmann Institute of ScienceVerified email at weizmann.ac.il
Danny EytanTechnionVerified email at technion.ac.il
Arnona ZivThe Gertner Institute for Epidemiology and Health Policy ResearchVerified email at gertner.health.gov.il
Ehud KaravaniResearch Staff Member at IBM ResearchVerified email at ibm.com
yishai shimoniResearch Scientist, IBM Research Labs, Haifa, IsraelVerified email at il.ibm.com
Oren CaspiAssistant Professor at the Technion- Israel Institute of Technology. Head of Heart Failure andVerified email at technion.ac.il
Doron AronsonProfessor of MedicineVerified email at technion.ac.il

Rom Gutman

Verified email at campus.technion.ac.il


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Hospital load and increased COVID-19 related mortality in Israel H Rossman, T Meir, J Somer, S Shilo, R Gutman, A Ben Arie, E Segal, ... Nature communications 12 (1), 1-7, 2021	87	2021
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: a nationwide study M Roimi, R Gutman, J Somer, A Ben Arie, I Calman, Y Bar-Lavie, ... Journal of the American Medical Informatics Association 28 (6), 1188-1196, 2021	44*	2021
Improving Inverse Probability Weighting by Post-calibrating Its Propensity Scores R Gutman, E Karavani, Y Shimoni Epidemiology, 10.1097, 0	4*
What drives performance in machine learning models for predicting heart failure outcome? R Gutman, D Aronson, O Caspi, U Shalit European Heart Journal-Digital Health 4 (3), 175-187, 2023	3*	2023
PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks T Meir, R Gutman, M Gorfine arXiv preprint arXiv:2204.05731, 2022		2022

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