Attention-Enhanced Unpaired xAI-GANs for Transformation of Histological Stain Images

Attention-Enhanced Unpaired xAI-GANs for Transformation of Histological Stain Images

Histological staining is the primary method for confirming cancer diagnoses, but certain types, such as p63 staining, can be expensive and potentially damaging to tissues. In our research, we innovate by generating p63-stained images from H&E-stained slides for metaplastic breast cancer. This is...

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Bibliographic Details
Main Authors: Tibor Sloboda, Lukáš Hudec, Matej Halinkovič, Wanda Benesova
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Journal of Imaging
Subjects:
CycleGAN
histology
breast cancer
p63
attention
generation
Online Access:https://www.mdpi.com/2313-433X/10/2/32

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