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Rom Gutman

According to our database1, Rom Gutman authored at least 3 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
From Observational Data to Clinical Recommendations: A Causal Framework for Estimating Patient-level Treatment Effects and Learning Policies.
[BibTeX]
[DOI]
Rom Gutman
,
Shimon Sheiba
,
Omer Noy Klein
,
Naama Dekel Bird
,
Amit Gruber
,
Doron Aronson
,
Oren Caspi
,
Uri Shalit
CoRR, July, 2025

2022
PyDTS: A Python Package for Discrete Time Survival Analysis with Competing Risks.
[BibTeX]
[DOI]
Tomer Meir
,
Rom Gutman
,
Malka Gorfine
CoRR, 2022

2021
Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.
[BibTeX]
[DOI]
Michael Roimi
,
Rom Gutman
,
Jonathan Somer
,
Asaf Ben Arie
,
Ido Calman
,
Yaron Bar-Lavie
,
Udi Gelbshtein
,
Sigal Liverant-Taub
,
Arnona Ziv
,
Danny Eytan
,
Malka Gorfine
,
Uri Shalit
J. Am. Medical Informatics Assoc., 2021


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