MRI reconstruction via Data-Driven Markov Chains with Joint Uncertainty Estimation: Extended Analysis
Guanxiong Luo, Martin Heide, Moritz Blumenthal, Martin Uecker · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 2024
The application of generative models in MRI reconstruction is shifting researchers’ attention from the unrolled reconstruction networks to the probabilistically tractable iterations and permits an unsupervised fashion for medical image reconstruction.