Using paired but unlabeled MRI scans of the same patient, a consistency-based adaptation method improved white matter lesion segmentation on a new scanner domain compared with adversarial and mean-teacher baselines.
In: MICCAI 2017
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Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning
Using paired but unlabeled MRI scans of the same patient, a consistency-based adaptation method improved white matter lesion segmentation on a new scanner domain compared with adversarial and mean-teacher baselines.