UltimateSynth: MRI Physics for Pan-Contrast AI
Rhea Adams, Khoi Minh Huynh, Walter Zhao, Siyuan Hu, Wenjiao Lyu, Sahar Ahmad, Dan Ma, Pew‐Thian Yap
UltimateSynth synthesizes realistic MRI images across diverse contrasts to train AI models that generalize across scanner types, sequences, and age groups, achieving robust tissue segmentation with low variability.
bioRxiv · Dec 5, 2024 · PreprintBioinformatics