Novelty detection for metabolic dynamics established on breast cancer tissue using 2D NMR TOCSY spectra

Novelty detection for metabolic dynamics established on breast cancer tissue using 2D NMR TOCSY spectra

Most metabolic profiling approaches focus only on identifying pre-known metabolites on NMR TOCSY spectrum using configured parameters. However, there is a lack of tasks dealing with automating the detection of new metabolites that might appear during the dynamic evolution of biological cells. Novelt...

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Bibliographic Details
Main Authors: Lubaba Migdadi, Ahmad Telfah, Roland Hergenröder, Christian Wöhler
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Novelty detection
Machine learning
Classification
2D NMR TOCSY
Metabolic profiling
Breast cancer
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037022002069

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http://www.sciencedirect.com/science/article/pii/S2001037022002069

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