Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning

The ability to adapt medical image segmentation networks for a novel class such as an unseen anatomical or pathological structure, when only a few labelled examples of this class are available from local healthcare providers, is sought-after. This potentially addresses two widely recognised limitati...

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Príomhchruthaitheoirí: Li, Y, Fu, Y, Yang, Q, Min, Z, Yan, W, Huisman, H, Barratt, D, Prisacariu, V, Hu, Y
Formáid: Internet publication
Teanga:English
Foilsithe / Cruthaithe: arXiv 2022