OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images

OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images

Abstract Background Imaging mass spectrometry (imaging MS) is an enabling technology for spatial metabolomics of tissue sections with rapidly growing areas of applications in biology and medicine. However, imaging MS data is polluted with off-sample ions caused by sample preparation, particularly by...

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Bibliographic Details
Main Authors: Katja Ovchinnikova, Vitaly Kovalev, Lachlan Stuart, Theodore Alexandrov
Format: Article
Language:English
Published: BMC 2020-04-01
Series:BMC Bioinformatics
Subjects:
Imaging mass spectrometry
Off-sample images
Pattern recognition
Machine learning
Deep learning
Artificial intelligence
Online Access:http://link.springer.com/article/10.1186/s12859-020-3425-x

Internet

http://link.springer.com/article/10.1186/s12859-020-3425-x

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