Electronically Available Patient Claims Data Improve Models for Comparing Antibiotic Use Across Hospitals: Results From 576 US Facilities.

Katherine E GoodmanLisa PinelesLaurence S MagderDeverick J AndersonElizabeth Dodds AshleyRonald E PolkHude QuanWilliam E TrickKeith F WoeltjeSurbhi LeekhaSara E CosgroveAnthony D Harris

Published in: Clinical infectious diseases : an official publication of the Infectious Diseases Society of America (2022)

Adding electronically available patient claims data to facility models consistently improved antibiotic utilization predictions and yielded substantial movement in hospitals' utilization rankings.

Keyphrases

health insurance
case report
electronic health record
healthcare
big data
machine learning
artificial intelligence
deep learning