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Open Access

Peer-reviewed

Research Article

Applying machine learning to explore the association between biological stress and near misses in emergency medicine residents

Sonnet Xu ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

* E-mail: sonnet.xu@gmail.com

Affiliation Troy High School, Troy, Michigan, United States of America

https://orcid.org/0000-0003-2891-937X

⨯
Judith E. Arnetz,

Roles Investigation, Writing – review & editing

Affiliation Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, Michigan, United States of America

https://orcid.org/0000-0002-0471-8701

⨯
Bengt B. Arnetz

Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

Affiliation Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, Michigan, United States of America

https://orcid.org/0000-0001-7173-4333

⨯

Applying machine learning to explore the association between biological stress and near misses in emergency medicine residents

Sonnet Xu,
Judith E. Arnetz,
Bengt B. Arnetz

x

Published: March 8, 2022
https://doi.org/10.1371/journal.pone.0264957

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