Real-time Detection of Deviations in Clinical Care in ICU Data Streams
Faculty Role:
Grant Faculty:
Grant Role:
Principal Investigator
Grant Faculty:
Grant Role:
Co-Investigator
Funding Agency:
NIH/NLM
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.