Real-time Detection of Deviations in Clinical Care in ICU Data Streams

Faculty Role: 
Grant Faculty: 
Grant Role: 
Principal Investigator
Grant Role: 
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Grant/Contract No.: 
R01 GM088224
Project Dates: 
08/15/2014 to 05/31/2018

There remain numerous opportunities to reduce medical errors in that occur during clinical care. This project is developing and evaluating a new clinical monitoring and alerting framework that uses electronic medical records and machine-learning methods to send alerts concerning clinical decisions in the ICU that are unexpected in given the clinical context and may represent medical errors.