PhD Scholarship in Multimodal Federated Learning and Medical Image Analysis

Full-time Postsecondary Teachers

The Opportunity

 

Expressions of interest are sought from outstanding candidates for PhD study in the Department of Data Science and Artificial Intelligence at the Faculty of IT, Monash University.

As part of this scholarship, the successful candidate will develop novel federated learning and multimodal deep learning models for healthcare. The project will focus on enabling privacy-preserving learning from distributed healthcare data sources, including longitudinal medical imaging, electronic health records, pathology, and other clinical data. The candidate will investigate novel approaches for multimodal representation learning, foundation model adaptation, and federated learning to improve disease diagnosis, risk prediction, and clinical decision support.