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In Progress

This is an innovation project supported by the Better Care Victoria Innovation Fund

Lead organisation

Northern Health

Summary

Northern Health’s ‘Staying Well’ initiative focuses firstly on identifying patients with chronic and complex health requirements and then providing a service that supports them in the community. 

The ACDC project, which is part of Staying Well, will harness machine learning to more accurately predict people at high risk of multiple unplanned hospital admissions and detect deterioration in health while the person is still at home, enabling proactive care.

Aims

  • Develop highly accurate models that can predict patients at high risk of multiple unplanned hospital admissions
  • Develop a model that provides real-time detection of deteriorating health in patients with complex chronic condition in their home
  • Train other health service staff in machine learning analysis so that the learnings can be applied and scaled up across Victoria

Update

October 2020 – This innovation project was accepted in the Better Care Victoria 2019–20 funding round and is currently underway.

Page last updated: 18 Dec 2020

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