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Domain adaptation · Publication

Newborn skull stripping

An unsupervised approach that combines domain-invariant features, synthetic MRI data, and augmentation to adapt adult brain models to newborn scans without labeled newborn data.

Detailed illustrated overview of unsupervised domain adaptation for newborn brain MRI skull stripping
Unsupervised domain adaptation of brain MRI skull stripping trained on adult data to newbornsMIDL 2024 · PMLR 250:1073–1085