Investigation of semi- and self-supervised learning methods in the histopathological domain

• Asıl Yazarlar: Benjamin Voigt (Yazar), Oliver Fischer (Yazar), Bruno Schilling (Yazar), Christian Krumnow (Yazar), Christian Herta (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: Elsevier, 2023-01-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

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...