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UnMICST: Deep learning with real augmentation for robust segmentation of highly multiplexed images of human tissues

Authors :
Clarence Yapp
Edward Novikov
Won-Dong Jang
Tuulia Vallius
Yu-An Chen
Marcelo Cicconet
Zoltan Maliga
Connor A. Jacobson
Donglai Wei
Sandro Santagata
Hanspeter Pfister
Peter K. Sorger
Source :
Communications Biology, Vol 5, Iss 1, Pp 1-13 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Presenting UnMICST, strategies for robust single-cell segmentation in challenging human tissues.

Subjects

Subjects :
Biology (General)
QH301-705.5

Details

Language :
English
ISSN :
23993642 and 93446101
Volume :
5
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Communications Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.6d934461012487bae14696dab27c9da
Document Type :
article
Full Text :
https://doi.org/10.1038/s42003-022-04076-3