2 papers
cs.CV2025
HULFSynth : An INR based Super-Resolution and Ultra Low-Field MRI Synthesis via Contrast factor estimation
Pranav Indrakanti, Luca Trautmann, Ivor Simpson
We present an unsupervised single image bidirectional Magnetic Resonance Image (MRI) synthesizer that synthesizes an Ultra-Low Field (ULF) like image from a High-Field (HF) magnitu…
eess.IV2025
Evaluating structural uncertainty in accelerated MRI: are voxelwise measures useful surrogates?
Luca L. C. Trautmann, Peter A. Wijeratne, Itamar Ronen +1
Introducing accelerated reconstruction algorithms into clinical settings requires measures of uncertainty quantification that accurately assess the relevant uncertainty introduced…