Postdoctoral Fellow

Hong Kong Polytechnic University

Duties & Responsibilities

Develop advanced AI technologies for medical image analysis with privacy protection.
Create AI models for image detection, segmentation, registration, and clinical decision support.
Investigate multimodal patient representation learning from imaging and clinical data.
Explore foundation models and vision-language models for explainable clinical support.
Develop privacy-preserving frameworks including federated learning and secure collaborative modeling.
Conduct experiments, implement algorithms, analyze results, and prepare research publications.
Assist in project management and collaboration with clinical and industrial partners.

Must hold a doctoral degree or equivalent qualification.
Must have no more than five years of post-qualification experience at time of application.
Require solid academic background from a reputable university.
Need research/engineering experience in medical image analysis, computer vision, or deep learning.