LB-CSMRI

LB-CSMRI

Magnetic imaging resonance optimization

LB-CSMRI is a MATLAB framework that formulates MRI reconstruction as a learning-based compressed sensing problem. It jointly optimizes undersampling patterns and reconstruction parameters using a bilevel optimization strategy, enabling high-quality image recovery from fewer measurements than traditional methods require.

ImagesMedicalOptimization
Maturity
Support
C4DT
Inactive
Lab
Unknown
  • Research papers
  • Technical

Laboratory for Information and Inference Systems

Laboratory for Information and Inference Systems
Volkan Cevher

Prof. Volkan Cevher

At LIONS, we are concerned with optimized information extraction from signals or data volumes. We therefore develop mathematical theory and computational methods for information recovery from highly incomplete data.

This page was last edited on 2022-07-05.