SmartAlert: Implementing Machine Learning-Driven Clinical Decision Support for Inpatient Lab Utilization Reduction

April S. Liang(Stanford Medicine), Jonathan H. Chen(Palo Alto University), Christopher Sharp(Stanford Health Care), Lisa Shieh(Palo Alto University), Tho D. Pham(Stanford University), Conor K. Corbin(Stanford University), Fatemeh Amrollahi(Palo Alto University), Arnold Milstein(Stanford University), Michael A. Pfeffer(Stanford Health Care), Jason Hom(Stanford Medicine), Grace Y E Kim(Johns Hopkins University), John Mckeown(Stanford Health Care), Steven H. Lin(The University of Texas MD Anderson Cancer Center), Kevin A. Schulman(Stanford University), Sreedevi Mony(Stanford Health Care), David Mui(Stanford University), Margaret Smith(University of Glasgow), Trevor Crowell(Stanford Health Care), Shihong Ma(Palo Alto University), David Svec(Palo Alto University), Weihan Chu(Stanford Medicine), Soumya Punnathanam(Stanford Health Care)
arXiv (Cornell University)
December 4, 2025
Cited by 0


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