A High-Performance System for Robust Stain Normalization of Whole-Slide Images in Histopathology

A High-Performance System for Robust Stain Normalization of Whole-Slide Images in Histopathology

Stain normalization is an important processing task for computer-aided diagnosis (CAD) systems in modern digital pathology. This task reduces the color and intensity variations present in stained images from different laboratories. Consequently, stain normalization typically increases the prediction...

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Bibliographic Details
Main Authors: Andreea Anghel, Milos Stanisavljevic, Sonali Andani, Nikolaos Papandreou, Jan Hendrick Rüschoff, Peter Wild, Maria Gabrani, Haralampos Pozidis
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-09-01
Series:Frontiers in Medicine
Subjects:
stain normalization
whole-slide image analysis
large-scale image analysis
tumor detection
convolutional neural networks
digital pathology
Online Access:https://www.frontiersin.org/article/10.3389/fmed.2019.00193/full

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https://www.frontiersin.org/article/10.3389/fmed.2019.00193/full

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