Shanks, Amy M. http://orcid.org/0000-0003-1130-8070
Woodrum, Derek T.
Kumar, Sathish S.
Campbell, Darrell A. Jr
Kheterpal, Sachin
Funding for this research was provided by:
National Center for Advancing Translational Sciences (2UL1TR000433)
Article History
Received: 7 June 2017
Accepted: 20 June 2018
First Online: 19 July 2018
Ethics approval and consent to participate
: Institutional review board approval (University of Michigan, Ann Arbor, Michigan, HUM 00077498) was obtained for this retrospective observational study at a single academic medical center. As there were no care interventions involved and protected health information were removed after the dataset was created, patient consent was waived as part of the approval.
: Not applicable.
: The authors declare that they have no competing interests.
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