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Peak learning of mass spectrometry imaging data using artificial neural networks
- Source :
- Nature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
- Publication Year :
- 2021
- Publisher :
- Nature Portfolio, 2021.
-
Abstract
- The high dimensional and complex nature of mass spectrometry imaging (MSI) data poses challenges to downstream analyses. Here the authors show an application of artificial intelligence in mining MSI data revealing biologically relevant metabolomic and proteomic information from data acquired on different mass spectrometry platforms.
- Subjects :
- Science
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 12
- Issue :
- 1
- Database :
- Directory of Open Access Journals
- Journal :
- Nature Communications
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.9244c823f02b459a98d698b08982a133
- Document Type :
- article
- Full Text :
- https://doi.org/10.1038/s41467-021-25744-8