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Polyp segmentation with consistency training and continuous update of pseudo-label

Polyp segmentation has accomplished massive triumph over the years in the field of supervised learning. However, obtaining a vast number of labeled datasets is commonly challenging in the medical domain. To solve this problem, we employ semi-supervised methods and suitably take advantage of unlabele...

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Detalles Bibliográficos
Autores principales: Park, Hyun-Cheol, Poudel, Sahadev, Ghimire, Raman, Lee, Sang-Woong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9418164/
https://www.ncbi.nlm.nih.gov/pubmed/36028547
http://dx.doi.org/10.1038/s41598-022-17843-3