Investigation of semi- and self-supervised learning methods in the histopathological domain
Training models with semi- or self-supervised learning methods is one way to reduce annotation effort since they rely on unlabeled or sparsely labeled datasets. Such approaches are particularly promising for domains with a time-consuming annotation process requiring specialized expertise and where h...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2023-01-01
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Series: | Journal of Pathology Informatics |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2153353923001190 |