Impact of Annotation Noise on Histopathology Nucleus Segmentation

Deep learning is often used for automated diagnosis support in biomedical image processing scenarios. Annotated datasets are essential for the supervised training of deep neural networks. The problem of consistent and noise-free annotation remains for experts such as pathologists. The variability wi...

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Bibliographic Details
Main Authors: Schilling Marcel P., Ahuja Niket, Rettenberger Luca, Scherr Tim, Reischl Markus
Format: Article
Language:English
Published: De Gruyter 2022-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
Online Access:https://doi.org/10.1515/cdbme-2022-1051