Articles with "unannotated data" as a keyword



Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix

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Published in 2022 at "IEEE Transactions on Medical Imaging"

DOI: 10.1109/tmi.2022.3232572

Abstract: Semi-supervised learning (SSL) methods show their powerful performance to deal with the issue of data shortage in the field of medical image segmentation. However, existing SSL methods still suffer from the problem of unreliable predictions… read more here.

Keywords: unannotated data; semi; semi supervised; uncertainty based ... See more keywords