Normalization of HE-stained histological images using cycle consistent generative adversarial networks

• Asıl Yazarlar: Marlen Runz (Yazar), Daniel Rusche (Yazar), Stefan Schmidt (Yazar), Martin R. Weihrauch (Yazar), Jürgen Hesser (Yazar), Cleo-Aron Weis (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: BMC, 2021-08-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

Abstract Background Histological images show strong variance (e.g. illumination, color, staining quality) due to differences in image acquisition, tissue processing, staining, etc. This can impede downstream image analysis such as staining intensity evaluation or classification. Methods to reduce th...