Efficient Staining-Invariant Nuclei Segmentation Approach Using Self-Supervised Deep Contrastive Network

Existing nuclei segmentation methods face challenges with hematoxylin and eosin (H&E) whole slide imaging (WSI) due to the variations in staining methods and nuclei shapes and sizes. Most existing approaches require a stain normalization step that may cause losing source information and fail to...

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Bibliographic Details
Main Authors: Mohamed Abdel-Nasser, Vivek Kumar Singh, Ehab Mahmoud Mohamed
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/12/3024