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Self-supervised clustering of mass spectrometry imaging data using contrastive learning

Mass spectrometry imaging (MSI) is widely used for the label-free molecular mapping of biological samples. The identification of co-localized molecules in MSI data is crucial to the understanding of biochemical pathways. One of key challenges in molecular colocalization is that complex MSI data are...

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Detalles Bibliográficos
Autores principales: Hu, Hang, Bindu, Jyothsna Padmakumar, Laskin, Julia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8694357/
https://www.ncbi.nlm.nih.gov/pubmed/35059155
http://dx.doi.org/10.1039/d1sc04077d