AI RESEARCH

MRI2Qmap: multi-parametric quantitative mapping with MRI-driven denoising priors

arXiv CS.LG

ArXi:2603.11316v1 Announce Type: cross Magnetic Resonance Fingerprinting (MRF) and other highly accelerated transient-state parameter mapping techniques enable simultaneous quantification of multiple tissue properties, but often suffer from aliasing artifacts due to compressed sampling. Incorporating spatial image priors can mitigate these artifacts, and deep learning has shown strong potential when large