Diffusion models for medical imaging and analysis
Project Description
Diffusion model with deep learning has achieved significant progress in image generation and analysis. In this project, students will investigate state-of-the-art diffusion methods for medical imaging and analysis, such as super-resolution, semantic recognition, etc.
Supervisor
CHEN, Hao
Quota
4
Course type
UROP1000
UROP1100
UROP2100
UROP3100
UROP3200
UROP4100
Applicant's Roles
Students are expected to develop advanced diffusion models and publish top-tier papers.
Applicant's Learning Objectives
Students are expected to master state-of-the-art technologies and develop new diffusion methods over existing studies.
Complexity of the project
Challenging