Early recognition of peripheral intravenous catheter failure using serial ultrasonographic assessments

• Amit Bahl ,

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: amit.bahl@beaumont.edu

  Affiliation Department of Emergency Medicine, Beaumont Hospital, Royal Oak, Michigan, United States of America

  https://orcid.org/0000-0001-9495-1293

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• Steven Johnson,

  Roles Conceptualization, Data curation, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Emergency Medicine, Beaumont Hospital, Royal Oak, Michigan, United States of America

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• Nicholas Mielke,

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, Michigan, United States of America

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• Patrick Karabon

  Roles Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Statistics, Oakland University William Beaumont School of Medicine, Rochester, Michigan, United States of America

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