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Ensuring AI Implementation in healthcare is safe and effective

Opportunity: Implementation of Artificial Intelligence (AI) technologies in health care services is challenging with an absence of best-practice guidance, presenting an urgent need to bring together stakeholders who have a vested interest in the opportunities to establish a coherent, collaborative, and sustainable national approach supporting the implementation of AI in the Australian health system.

By |2026-08-25T10:44:55+09:307 August 2026|Comments Off on Ensuring AI Implementation in healthcare is safe and effective

Workforce Competencies and Gap Analysis for Clinical Information Modelling in Australia

Opportunity: Australia’s national interoperability initiative, including the Australian Core Data for Interoperability (AUCDI) and the Sparked‑AU Program depend on a capable workforce with clinical information modelling (CIM) skills—a specialised discipline that transforms clinical knowledge into structured, consensus-driven data models.

By |2026-08-07T16:26:51+09:3011 May 2026|Comments Off on Workforce Competencies and Gap Analysis for Clinical Information Modelling in Australia

Using Large Language Models (LLMs) to understand medication shortage-related trends in social media

Opportunity: This was a feasibility project that explored leveraging large language models (LLMs) to create a dashboard prototype for identifying and analysing emerging medication shortage-related trends in social media.

By |2026-09-14T10:11:20+09:307 August 2025|Comments Off on Using Large Language Models (LLMs) to understand medication shortage-related trends in social media

A Research Fellowship – Mapping Responsible AI in Healthcare: Evaluating Guidelines and Leadership Perspectives

Opportunity: Learning from the PreHaRM experience, identifying points of convergence and disconnect, between policy and practice is critical for reducing implementation delays, and ensuring that AI technologies are introduced in ways that genuinely support clinical staff and improve patient outcomes.

By |2026-09-14T10:19:10+09:307 August 2025|Comments Off on A Research Fellowship – Mapping Responsible AI in Healthcare: Evaluating Guidelines and Leadership Perspectives

Governance of AI applications in health service organisations

Opportunity: Existing AI ethics frameworks have been largely theoretical and difficult to operationalise within complex healthcare environments. This project addressed this by developing and testing a practical governance framework and AI maturity model within a leading Australian health service.

By |2026-09-14T10:27:40+09:3019 June 2024|Comments Off on Governance of AI applications in health service organisations

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

Reimagining healthcare in Australia: the journey from telehealth to 21st century design

Opportunity: This project examined the impact of government and industry-led policy and service delivery changes in response to the outbreak of COVID-19 and explored how Australia could move toward a truly reimagined healthcare system enabled by digital technologies.

By |2026-08-24T11:44:52+09:3015 September 2022|Comments Off on Reimagining healthcare in Australia: the journey from telehealth to 21st century design

Determining consumer preferences and experiences regarding telehealth and embedding the consumer into reimagining healthcare in Australia

Opportunity: The COVID-19 pandemic accelerated the adoption of telehealth across Australia, but little was known about how consumers experienced and valued virtual care. This project addressed a significant evidence gap by examining consumer preferences, experiences and expectations regarding telehealth and its future role within Australia's healthcare system. 

By |2026-08-24T11:49:37+09:309 September 2022|Comments Off on Determining consumer preferences and experiences regarding telehealth and embedding the consumer into reimagining healthcare in Australia
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