NuSegDA: Domain adaptation for nuclei segmentation

The accurate segmentation of nuclei is crucial for cancer diagnosis and further clinical treatments. To successfully train a nuclei segmentation network in a fully-supervised manner for a particular type of organ or cancer, we need the dataset with ground-truth annotations. However, such well-annota...

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Bibliographic Details
Main Authors: Mohammad Minhazul Haq, Hehuan Ma, Junzhou Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2023.1108659/full