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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…
cs.CV2025
Investigating the Role of Bilateral Symmetry for Inpainting Brain MRI
Sergey Kuznetsov, Sanduni Pinnawala, Peter A. Wijeratne +1
Inpainting has recently emerged as a valuable and interesting technology to employ in the analysis of medical imaging data, in particular brain MRI. A wide variety of methodologies…
cs.CV2025
Capturing Longitudinal Changes in Brain Morphology Using Temporally Parameterized Neural Displacement Fields
Aisha L. Shuaibu, Kieran A. Gibb, Peter A. Wijeratne +1
Longitudinal image registration enables studying temporal changes in brain morphology which is useful in applications where monitoring the growth or atrophy of specific structures…