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Rom Gutman
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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
862021
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
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
Propensity score models are better when post-calibrated
R Gutman, E Karavani, Y Shimoni
arXiv preprint arXiv:2211.01221, 2022
32022
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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Articles 1–5