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.
SynthSR: A pub- lic AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry,
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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.