On-demand Modules
Harness the power of data analytics and artificial intelligence (AI) to revolutionise healthcare. Our Clinical AI on-demand workshop series (Semester 2) will provide an introduction to the basic concepts necessary to navigate the complexities of healthcare data, leverage AI technologies, and translate healthcare data into solutions that enhance clinical practice and operational efficiency.
Attend a standalone session or all of them. From starting with an overview of the potential of healthcare data through to basic data analysis, this series will set you up with fundamental tools to improve healthcare practice with data.
Please note: Our on-demand modules include 3 hours of exclusive additional material, alongside a 2-hour pre-recorded workshop.
| Topic | Date | Registration | |
|---|---|---|---|
| On-demand | How can data analytics and AI save time and improve patient care? Is AI the solution to the problem or a problem looking for a solution? This dynamic online asynchronous module features rapid-fire questions and a panel discussion with leading data specialists, exploring the question: has the promise of AI in healthcare been realised, or are we still on the journey? Participants will gain access to the full recording of the panel discussion, plus a suite of online modules with three hours of exclusive, supplementary content, all designed to complement and extend the insights from the two-hour workshop. | 2-hour on-demand recording | Purchase HERE |
| On-demand | Bringing AI into the clinic: Implementation, Monitoring and Factors for Ongoing Success Ready to monitor AI-driven diagnostic tools and their impact on clinical decision-making in the healthcare setting? Join our leading experts online and delve into the fundamentals of implementation and monitoring of clinical decision support (diagnostic, predictive and image/vision) tools and explore what factors can lead to ongoing success. | 1-hour on-demand recording | Purchase HERE |
| On-demand | Bringing AI into the clinic: Large language model applications in healthcare Curious about Generative AI and Natural Language Processing and their roles in clinical workflow and patient care? Ready to learn to compare the performance of these AI models with traditional approaches in various clinical specialties? Join our leading experts online and dive into large language models (LLMs), looking into the fundamentals of Generative AI and Natural Language Processing in the clinical and patient care setting. | 2-hour on-demand recording | Purchase HERE |
| On-demand | AI in Healthcare: Data visualisation and dashboards How do you tell a compelling story with your health data to drive change and improve patient outcomes? In the data-driven healthcare landscape, we often struggle to wrangle and translate complex datasets into clear, actionable insights for improving patient outcomes and clinical practice. Join us for this hands-on workshop has been designed to equip healthcare professionals and researchers with the skills to master data visualisation and dashboard creation. | 2-hour on-demand recording | Purchase HERE |
The presenters made it very welcoming and easy for others to share experiences and ask questions throughout this masterclass. It was interesting to hear case studies where things went wrong to be able to learn how challenges were overcome from experts in the field. I really enjoyed the interactive part of being able to complete a canvas too, along with expert feedback and learning from my fellow attendees' experiences. An all-round great masterclass!
Kate Emery, Critical Care clinician and PhD Candidate, Western Health
What are the prerequisites?
There are no formal prerequisites to take these modules:
- Strong interest in the topic and commitment to engage in real-time sessions
- No healthcare expertise required
Who are the modules designed for?
Anyone who has an interest in transforming healthcare and creating impactful research for the future of healthcare.
- Healthcare Professionals: Clinicians, administrators, and allied health workers eager to drive digital innovation.
- IT Specialists: Those working at the intersection of technology and healthcare.
- Researchers: Individuals focused on healthcare innovation and implementation science.
- Leaders and Managers: Decision-makers aiming to integrate digital solutions into organisational strategy.
CHIA Alumni - All our educational offerings are accredited through the Australasian Institute of Digital Health for up to 5 CPD points.
What we've covered | 2025 Masterclasses
Curious about the topics we've explored? Here's a look at our previous masterclasses. If you'd like to see one of these run again—or have a new idea—let us know!
-
In the rapidly evolving landscape of digital health and big data, one of the biggest challenges is ensuring that solutions address the right problem. Too often, innovations are built around assumptions, leading to poor adoption, and wasted resources.
Our expert-led masterclass will equip you with the tools and frameworks to critically assess your idea, refine your approach, and ensure you're solving a meaningful healthcare challenge. With guidance from Digital Health experts, you'll fast-track your thinking and gain the skills needed to plan a successful digital health project.
-
Digital health solutions hold great promise for improving patient care and patient activation. However, multi-disciplinary digital health projects present unique challenges for meaningful co- design.
Join us for an engaging and hands-on masterclass with our co-design experts to unpack the principles, methods, and practical applications of co-design, with a critical eye on equity and meaningful Consumer & Community Involvement (CCI).Learn how to align your projects and research with appropriate co-production and co-design approaches, navigate real-world constraints, and create inclusive digital health solutions that are shaped with communities—not just for them.
- Ask questions and get access to expert insights and feedback through
- Align your healthcare project and research aims with appropriate co-production and co-design approaches
- Hear about other people projects, to get inspiration and identify potential opportunities for collaboration
- Make your next digital health project accessible and inclusive in all the right ways
Delivered by: Dr Mahima Kalla and Leslie Arnott
-
What role can a well-crafted business case play in supporting outcomes, equity, and value in evolving health systems?
In this masterclass, you’ll explore how economic principles and analytical methods can be used to shape clear, compelling cases for funding and investment. You'll learn how to incorporate evidence effectively, ensuring proposals are grounded in data and aligned with value-based care priorities.
With guidance from CDTH experts, the session will help you tailor business cases to organisational and research strategy and apply relevant frameworks to assess their strength and feasibility. Whether you're developing a proposal for service innovation, research translation, or system improvement, this masterclass equips you with the foundational tools to design, evaluate, and communicate business cases that support informed, sustainable decision-making.
- Ask questions and get expert insights and feedback throughout the masterclass
- Align your healthcare projects and research with appropriate economic frameworks
- Hear about other people’s projects, to get inspiration and identify potential opportunities for collaboration
- Refine your project idea based on your learnings from the masterclass
Presenters: Dr. Portia Cornell
-
Want to amplify the use of data to deliver safer, more effective health care?
This masterclass, designed by leading data specialists, is crucial for those seeking to build a strong foundation in healthcare data analytics with the vision of artificial intelligence (AI) integration. Explore the role of data in clinical decision-making and service improvement, while learning core terminology, key concepts, and best practices for data quality, handling, and analysis.
With the AI-led transformation of healthcare on the horizon, understanding the fundamentals of data analytics is more important than ever. This session lays the groundwork for responsible and informed use of AI. Learn the skills to evaluate the validity and reliability of healthcare data—ensuring future innovations are built on pillars of accurate, reliable health information.
- Ask questions and get specialist insight and feedback throughout the masterclass
- Learn from real world data-driven case studies
- Explore common data tools and techniques
- Align your healthcare projects and research aims with appropriate queries and analysis
- Hear about other people’s projects, to get inspiration and identify potential opportunities for collaboration
- Refine project ideas based on your learnings from the masterclass
Presenters: Allen Foo and Dr. Zaroug Abdelrahman
-
Are you a clinician looking to implement a new tool or tech in your service? Are you a researcher curious about how to close the gap between innovation and real-world adoption?
Implementation science offers a structured approach to understanding why interventions succeed or fail—and how to make them stick. Ideal for healthcare professionals and researchers alike, this masterclass looks to drive transformation and equip you with the tools to lead meaningful, sustained change within complex systems.
Delivered by experts from the CDTH, learn about the foundational principles of implementation science, the practical application of implementation strategies using various frameworks, and how to address common barriers and enablers to change in health care.
- Ask questions and get expert insights and feedback throughout the masterclass
- Align your healthcare projects and research aims with appropriate implementation science approaches
- Hear about other people’s projects, to get inspiration and identify potential opportunities for collaboration
- Refine your project idea based on your learnings from the masterclass
Presenters: Dr. Debbie Passey and Dr Celene Yap
Fees apply
- $350 per On-demand workshop (includes 3 hours of exclusive additional material, alongside a 2-hour workshop), including GST
- $180 for on-demand, asynchronous modules, including GST
- Discount available for Unimelb Staff/Students
- Group discounts available - 15% per person (5-9 participants), 30% per person (>10 participants)
- Learned with us before? A discount is available for all our CDTH Education alumni
Contact
Contact our Education Programs manager, Meg Perrier (m.perrier@unimelb.edu.au) or the CDTH Education Team (Cdth-education@unimelb.edu.au) if you have any questions about the Masterclass series, or any payment queries.