The MIRTH AI Lab at the University of Florida focuses on developing advanced medical imaging and deep learning methods, including:
- image registration
- image segmentation
- multi-modal data fusion
- 3D and 4D diffusion models
- image super-resolution
- image denoising
- image-to-image translation
The lab’s work has a variety of applications, including cancer imaging, disease diagnosis and prognosis, and treatment planning.