Abstract #1749

Adapting the U-net for Multi-coil MRI Reconstruction

Makarand Parigi¹, Abhinav Saksena¹, Nicole Seiberlich², and Yun Jiang²

¹Computer Science and Engineering, University of Michigan, Ann Arbor, MI, United States, ²Department of Radiology, University of Michigan, Ann Arbor, MI, United States

We propose a U-net based architecture for multi-coil MRI reconstruction. The model is able to utilize the multi-coil nature of the data by processing images before they are combined, unlike U-nets which require coil combination before inputting the image. We achieved SSIM scores higher than the U-net with much fewer parameters, enabling lower memory usage.

How to access this content:

For one year after publication, abstracts and videos are only open to registrants of this annual meeting. Registrants should use their existing login information. Non-registrant access can be purchased via the ISMRM E-Library.

After one year, current ISMRM & ISMRT members get free access to both the abstracts and videos. Non-members and non-registrants must purchase access via the ISMRM E-Library.

After two years, the meeting proceedings (abstracts) are opened to the public and require no login information. Videos remain behind password for access by members, registrants and E-Library customers.

Click here for more information on becoming a member.