Data Challenges With Real-Time Safety Event Detection And Clinical Decision Support

Eric Steven Kirkendall   ^{1, 2, 3, 4, 5 *} , MD, MBI ;   Yizhao Ni   ^{1, 2 *} , PhD ;   Todd Lingren   ^{1 *} , MS ;   Matthew Leonard   ^{6 *} , BA ;   Eric S Hall   ^{1, 2, 6 *} , PhD ;   Kristin Melton   ^{2, 6 *} , MD

¹ Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States

² Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH, United States

³ Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States

⁴ James M. Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States

⁵ Department of Pediatrics, Wake Forest School of Medicine, Winston-Salem, NC, United States

⁶ Division of Neonatology and Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States

*all authors contributed equally