Research Fellow - Federated & Multimodal Learning
Monash University.
📍 Clayton, Victoria, Australia
Job Description
The Opportunity
Join the Department of Data Science and Artificial Intelligence as a Research Fellow and play a leading role in advancing artificial intelligence research for healthcare.
This position will be part of the National Infrastructure for federated learNing in DigitAl health (NINA) initiative and will drive high-quality research in federated and multimodal learning, with a particular focus on foundation models, medical image analysis, and multimodal healthcare data integration.
In this role, you will:
Develop novel federated AI methodologies, foundation model adaptation techniques, and multimodal deep learning approaches that enable privacy-preserving learning across distributed healthcare data sources
Support health outcomes with research in transformative applications in diabetes, cancer, rheumatoid arthritis, and osteoarthritis, including disease diagnosis, risk prediction, and clinical d...