  In this work we introduce Disease Progression Modeling workbench 360 (DPM360)
opensource clinical informatics framework for collaborative research and
delivery of healthcare AI. DPM360, when fully developed, will manage the entire
modeling life cycle, from data analysis (e.g., cohort identification) to
machine learning algorithm development and prototyping. DPM360 augments the
advantages of data model standardization and tooling (OMOP-CDM, Athena, ATLAS)
provided by the widely-adopted OHDSI initiative with a powerful machine
learning training framework, and a mechanism for rapid prototyping through
automatic deployment of models as containerized services to a cloud
environment.
