Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children. - Bayley Bennett; Hyunjung Shin; Swaminathan Kandaswamy; Evan Orenstein; Edwin Ray (AMIA, 2022)

Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction. - Jonathan M. Beus; Edwin Ray; Sarah Thompson; Ryan Birmingham; Brad Cundiff; Mike Malto; Kevin Duncan; Dileep Gunda; Rishikesan Kamaleswaran; Evan Orenstein (AMIA, 2022)

Evaluation of the Epic Risk of Pediatric Asthma Exacerbation Model: A Difference-In-Differences Analysis. - Avinash Murugan; Swaminathan Kandaswamy; Edwin Ray; Scott Gillespie; Evan Orenstein (AMIA, 2022)

When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid Deterioration. - Sarah A. Thompson; Edwin Ray; Evan Orenstein; Swaminathan Kandaswamy (AMIA, 2022)