Deep-learning is now the state-of-the-art machine learning model across a variety of areas.
These developments have a huge potential for Magnetic Resonance Imaging (MRI) technology.
This course provides an overview of recent advances in deep-learning applied to MRI image analyis.
The course starts with a brief introduction to the theoretical and practical aspects of deep-learning.
We then delve into understanding how deep-learning has been applied to the entire MRI processing chain including acquisition, reconstruction, restoration, registration, segmentation, and diagnosis.