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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Li, Y, Fu, Y, Yang, Q, Min, Z, Yan, W, Huisman, H, Barratt, D, Prisacariu, V, Hu, Y
বিন্যাস: Internet publication
ভাষা:English
প্রকাশিত: arXiv 2022