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A noise-robust deep clustering of biomolecular ions improves interpretability of mass spectrometric images

MOTIVATION: Mass Spectrometry Imaging (MSI) analyzes complex biological samples such as tissues. It simultaneously characterizes the ions present in the tissue in the form of mass spectra, and the spatial distribution of the ions across the tissue in the form of ion images. Unsupervised clustering o...

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Detalles Bibliográficos
Autores principales: Guo, Dan, Föll, Melanie Christine, Bemis, Kylie Ariel, Vitek, Olga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942547/
https://www.ncbi.nlm.nih.gov/pubmed/36744928
http://dx.doi.org/10.1093/bioinformatics/btad067