We develop cutting-edge technology to advance medical imaging science, improve patient care, and fight diseases!
The I3T Lab, founded and directed by Dr. Liu, is conducting research at the forefront of medical imaging and artificial intelligence. Our work covers a full spectrum of imaging science, ranging from original methodology and technology development, translational framework optimization and deployment, to various clinical evaluations and applications in brain, musculoskeletal, and body imaging. This page categorizes most of the research performed in the Lab in artificial intelligence for medical imaging, magnetic resonance imaging method development, and medical imaging analysis and modeling. More information about our research areas can be found in the links below.
Artificial Intelligence for Medical Imaging
We develop novel AI methods to improve image acquisition and reconstruction, automate image analysis and processing, and enable fully-automated computer-assisted disease diagnosis and prediction.
Magnetic Resonance Imaging
We investigate MRI physics, signal formulation, image reconstruction, and tissue modeling. We develop original MRI methods to understand fundamental pathophysiological processes of diseases and offer tools to assess tissue biological structures and activities in the brain, joints, and body.
Image Analysis and Modeling
We provide novel solutions to enable efficient and accurate medical image processing, such as segmentation, registration, and noise and artifact correction. We also develop software and tools to facilitate image analysis tasks in the brain and musculoskeletal images for neuroscience and orthopedic research.