A machine-learning model for prediction of Acinetobacter baumannii hospital acquired infection

Ido Neuman; Leonid Shvartser; Shmuel Teppler; Yehoshua Friedman; Jacob J. Levine; Ilya Kagan; Jihad Bishara; Shiri Kushinir; Pierre Singer

doi:10.1371/journal.pone.0311576

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Open Access

Peer-reviewed

Research Article

A machine-learning model for prediction of Acinetobacter baumannii hospital acquired infection

Ido Neuman ,

Roles Conceptualization, Methodology, Project administration, Visualization, Writing – original draft

* E-mail: idoneuman@gmail.com

Affiliation Department of General Intensive Care and Institute for Nutrition Research, Rabin Medical Center, Beilinson Hospital, Petah Tikva, Israel

https://orcid.org/0000-0002-1955-7218

⨯
Leonid Shvartser,

Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

Affiliation TSG IT Advanced Systems Ltd., Or Yehuda, Israel
⨯
Shmuel Teppler,

Roles Project administration, Writing – review & editing

Affiliation TSG IT Advanced Systems Ltd., Or Yehuda, Israel
⨯
Yehoshua Friedman,

Roles Software

Affiliation Housetable Ltd., Jerusalem, Israel

https://orcid.org/0009-0001-2800-4949

⨯
Jacob J. Levine,

Roles Software

Affiliation Harel Insurance, Jerusalem, Israel
⨯
Ilya Kagan,

Roles Resources, Writing – review & editing

Affiliation Department of General Intensive Care and Institute for Nutrition Research, Rabin Medical Center, Beilinson Hospital, Petah Tikva, Israel
⨯
Jihad Bishara,

Roles Conceptualization, Resources, Writing – review & editing

Affiliation Infectious Diseases Unit, Rabin Medical Center, Beilinson Hospital, Petah-Tikva, Israel
⨯
Shiri Kushinir,

Roles Data curation

Affiliation Rabin Medical Center Research Authority, Beilinson Hospital, Petah Tikva, Israel
⨯
Pierre Singer

Roles Conceptualization, Methodology, Resources, Supervision, Writing – review & editing

Affiliation Department of General Intensive Care and Institute for Nutrition Research, Rabin Medical Center, Beilinson Hospital, Petah Tikva, Israel
⨯

A machine-learning model for prediction of Acinetobacter baumannii hospital acquired infection

Ido Neuman,
Leonid Shvartser,
Shmuel Teppler,
Yehoshua Friedman,
Jacob J. Levine,
Ilya Kagan,
Jihad Bishara,
Shiri Kushinir,
Pierre Singer

Published: December 5, 2024
https://doi.org/10.1371/journal.pone.0311576

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