Award
National Institute of Biomedical Imaging and Bioengineering 5R01EB029957-04
A comprehensive deep learning framework for MRI reconstruction
Recipient
Ohio State University
Award Amount
$557,783.00
Ceiling
$557,783.00
Awarded
March 12, 2024
Identifier
5R01EB029957-04
NIH awarded a research grant to Ohio State University to develop a deep learning framework for faster and higher quality MRI reconstruction, improving diagnostic imaging and patient care.
Description
Development and validation of a comprehensive, robust deep learning framework that improves MRI reconstruction beyond existing technology, using plug-and-play algorithms combining physics-driven MR acquisition models with learned image models instantiated by image denoising subroutines. The project aims to develop faster and more accurate MRI methods to improve diagnosis and patient outcomes.