Synopsis

Keywords: Image acquisition: Reconstruction

Deep learning, as a powerful tool for artificial intelligent, has attracted a lot of attention in the MRI community. Recently deep learning has shown success in image reconstruction. It has demonstrated some unique benefits over the existing methods. This course will teach the basics of neural network and some existing methods to use deep learning to perform image reconstruction from undersampled k-space data. The benefits, limitations, and outlook for deep learning image reconstruction will also be discussed.