Clinical Informatics Center: November 19 Seminar Series

About this event

Please join the Clinical Informatics Center, in-person or virtually, for a presentation from Vlada Rozova. Registration is required.

Talk Title : When the AI lifecycle becomes a Learning Health System cycle: Building clinical AI infrastructure in Australia

Talk Brief : The Learning Health System cycle is well-established as a framework for developing, implementing, and iterating on clinical interventions. But when the intervention is an AI model designed for continuous operation rather than one-off discovery, the cycle becomes complex. In this talk, I will reflect on designing AI models and data infrastructure to support retrospective surveillance across several hospitals in Melbourne, Australia. From EHR data extraction to deployment and monitoring, I will explore how the AI lifecycle maps onto the LHS cycle and where it diverges.

When : Thursday November 19, 12 p.m. to 1 p.m.

Where : Hybrid event, Zoom and Hoblitzelle Building (G9.102)

CME credit is available for all attendees , and complimentary lunch will be provided for those joining us in person.

Bio: Dr Vlada Rozova is a Senior Lecturer in AI in health at Monash University and was previously a Senior Research Fellow with the Centre for Digital Transformation of Health at University of Melbourne. Her research focuses on developing AI-driven healthcare solutions, particularly automated disease surveillance and clinical decision support systems. She combines expertise in machine learning, natural language processing, and health informatics to create practical applications that address real clinical needs. Vlada is passionate about bridging the gap between AI technology and clinical practice, developing AI solutions that are not just technically sound, but meaningful and usable in real-world clinical settings.