Michael Roimi

Statistics

Publications

Citations

228

H-Index

Active since

2020

Affiliations

Rambam Health Care Campus(Current)

Technion – Israel Institute of Technology

Tel Aviv University

Michael Roimi is an author at Rambam Health Care Campus specializing in machine learning for healthcare, healthcare utilization prediction, and hospital bed utilization.

ORCID

Publications per year

2020–2025

Publications

Early diagnosis of bloodstream infections in the intensive care unit using machine-learning algorithms

Michael Roimi, Ami Neuberger, Anat Shrot et al. · Intensive Care Medicine · 2020 · 97 citations

Veterinary Medicine, Health Informatics, Infectious Diseases +17

Personalized Hemodynamic Resuscitation Targeting Capillary Refill Time in Early Septic Shock

Fernando Pálizas, Bernardo Lattanzio, Natalia Durandal et al. · JAMA · 2025 · 63 citations · Full text

Medicine, Perioperative Medicine, Hemodynamic Management +16

Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study

Michael Roimi, Rom Gutman, Jonathan Somer et al. · Journal of the American Medical Informatics Association · 2021 · 40 citations · Full text

Pharmacy, Health Care Management, Health Services Administration +17

Predicting appropriateness of antibiotic treatment among ICU patients with hospital-acquired infection

Ella Goldschmidt, Ella Rannon, Daniel Bernstein et al. · npj Digital Medicine · 2025 · 15 citations · Full text

Computing, Health Informatics, Antimicrobial Resistance +16

Clinical impact of fungal colonization of burn wounds in patients hospitalized in the intensive care unit: a retrospective cohort study

Ivan Gur, A. W. Zilbert, Kochava Toledano et al. · Trauma Surgery & Acute Care Open · 2024 · 13 citations · Full text

Medicine, Clinical Sciences, Microbiology +15

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