Translating electronic health record-based patient safety algorithms from research to clinical practice at multiple sites.

Andrew J Zimolzak Hardeep SinghDaniel R MurphyLi WeiSahar A MemonDivvy K UpadhyaySaritha KorukondaLisa ZubkoffDean F Sittig

Published in: BMJ health & care informatics (2022)

Patient safety algorithms developed in research projects were implemented at multiple sites to monitor for missed diagnostic opportunities. Automated algorithm translation procedures can produce more consistent results across sites.

Keyphrases

patient safety
machine learning
quality improvement
electronic health record
deep learning
clinical practice
clinical decision support
high throughput
adverse drug