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Automated metabolic assignment: Semi-supervised learning in metabolic analysis employing two dimensional Nuclear Magnetic Resonance (NMR)

Metabolomics is an expanding field of medical diagnostics since many diseases cause metabolic reprogramming alteration. Additionally, the metabolic point of view offers an insight into the molecular mechanisms of diseases. Due to the complexity of metabolic assignment dependent on the 1D NMR spectra...

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Detalles Bibliográficos
Autores principales: Migdadi, Lubaba, Lambert, Jörg, Telfah, Ahmad, Hergenröder, Roland, Wöhler, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455648/
https://www.ncbi.nlm.nih.gov/pubmed/34589182
http://dx.doi.org/10.1016/j.csbj.2021.08.048