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...

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Hoofdauteurs: Benjamin Voigt (Auteur), Oliver Fischer (Auteur), Bruno Schilling (Auteur), Christian Krumnow (Auteur), Christian Herta (Auteur)
Formaat: Boek
Gepubliceerd in: Elsevier, 2023-01-01T00:00:00Z.
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