SynthMorph
SynthMorph, networks trained only on synthetic images drawn from brain label maps, so that one model registers brain MR of any contrast and resolution without preprocessing: joint affine and deformable registration, run as its authors' mri_synthmorph register runs it.
RegistrationCPUversion mri_synthmorph 21b31bf, synthmorph.affine.2.h5 (sha256 1ac5304b) and synthmorph.deform.3.h5 (sha256 95b367cd)brain · MRFreeSurfer Software License Agreement (code); MIT (weights)
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- Reference
- Hoffmann et al., Imaging Neuroscience 2024; Hoffmann et al., IEEE TMI 2022