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MCMICRO: a scalable, modular image-processing pipeline for multiplexed tissue imaging.
- Source :
-
Nature methods [Nat Methods] 2022 Mar; Vol. 19 (3), pp. 311-315. Date of Electronic Publication: 2021 Nov 25. - Publication Year :
- 2022
-
Abstract
- Highly multiplexed tissue imaging makes detailed molecular analysis of single cells possible in a preserved spatial context. However, reproducible analysis of large multichannel images poses a substantial computational challenge. Here, we describe a modular and open-source computational pipeline, MCMICRO, for performing the sequential steps needed to transform whole-slide images into single-cell data. We demonstrate the use of MCMICRO on tissue and tumor images acquired using multiple imaging platforms, thereby providing a solid foundation for the continued development of tissue imaging software.<br /> (© 2021. The Author(s).)
Details
- Language :
- English
- ISSN :
- 1548-7105
- Volume :
- 19
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Nature methods
- Publication Type :
- Academic Journal
- Accession number :
- 34824477
- Full Text :
- https://doi.org/10.1038/s41592-021-01308-y