2025
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
ICML 2025poster
Accelerated MRI reconstruction involves solving an ill-posed inverse problem where noise in acquired data propagates to the reconstructed images. Noise analyses are central to MRI reconstruction for providing an explicit measure of solution fidelity and for guiding the design and deployment of novel…