A multi-task model trained on synthetic plus real brain scans performs synthesis, segmentation, registration, distance-map prediction, and bias-field estimation across T1w, T2w, FLAIR MRI and CT without fine-tuning.
MP RAGE: A three-dimensional, T1-weighted, gradient-echo sequence–initial experience in the brain
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A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging
A multi-task model trained on synthetic plus real brain scans performs synthesis, segmentation, registration, distance-map prediction, and bias-field estimation across T1w, T2w, FLAIR MRI and CT without fine-tuning.