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Transforming Primary Care: Leveraging Integrated Primary Health care Data to Improve Primary Health Outcomes

This project created a secure, integrated health data platform that connects information from general practice and hospitals across Western Sydney, to help clinicians can gain a more complete view of patient care journeys and make better-informed decisions to improve health outcomes. 

By |2026-08-12T12:43:49+09:3017 July 2025|Comments Off on Transforming Primary Care: Leveraging Integrated Primary Health care Data to Improve Primary Health Outcomes

Interpreting health information and low value care using data science techniques

Opportunity: Identify robust statistical and data science methods for addressing challenges of comparing clinicians and interpreting healthcare information with respect of quality, cost and outcomes, while also identifying opportunities to reduce low-value care. 

By |2026-09-14T10:38:45+09:3010 March 2023|Comments Off on Interpreting health information and low value care using data science techniques

A local navigation tool for mental health care (MChart)

Opportunity: co-designing and creating a comprehensive digital mental health service platform (MChart) to facilitate local navigation of mental health care for health professionals and decision makers. 

By |2026-09-15T10:04:51+09:308 March 2023|Comments Off on A local navigation tool for mental health care (MChart)

Spatial management of health risk: Applying geospatial technology for risk visualisation, hotspot identification, and analysis of geographic variation

Opportunity: Health systems collect vast amounts of information about healthcare use, yet often lack visibility of the geographic and environmental factors that influence health outcomes. This project explored how geospatial technologies can enrich health data to better support health planning and risk management. 

By |2026-08-24T11:21:01+09:302 October 2022|Comments Off on Spatial management of health risk: Applying geospatial technology for risk visualisation, hotspot identification, and analysis of geographic variation

Enhanced data extraction and modelling from electronic medical records and phenotyping for clinical care, and research: Case studies in management of medication stewardship

Opportunity: demonstrate how electronic medical record (EMR) data could support safer and more proactive hospital care.

By |2026-10-28T17:03:24+10:3023 September 2022|Comments Off on Enhanced data extraction and modelling from electronic medical records and phenotyping for clinical care, and research: Case studies in management of medication stewardship

Predicting resident deterioration and acute care needs in aged care

Opportunity: explore the opportunity to use routinely collected structured information and free-text clinical records to equip aged care providers to identify deteriorating residents living in their care, so that appropriate care and resources can be provisioned.

By |2026-10-21T11:39:27+10:3019 September 2022|Comments Off on Predicting resident deterioration and acute care needs in aged care
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