Development & Deployment of a Real-time Healthcare Predictive Analytics Platform

medRxiv [Preprint]. 2023 Apr 11:2023.04.10.23288373. doi: 10.1101/2023.04.10.23288373.

Abstract

The deployment of predictive analytic algorithms that can safely and seamlessly integrate into existing healthcare workflows remains a significant challenge. Here, we present a scalable, cloud-based, fault-tolerant platform that is capable of extracting and processing electronic health record (EHR) data for any patient at any time following admission and transferring results back into the EHR. This platform has been successfully deployed within the UC San Diego Health system and utilizes interoperable data standards to enable portability.

Publication types

  • Preprint