Mechanism-aware imputation: a two-step approach in handling missing values in metabolomics

When analyzing large datasets from high-throughput technologies, researchers often encounter missing quantitative measurements, which are particularly frequent in metabolomics datasets. Metabolomics, the comprehensive profiling of metabolite abundances, are typically measured using mass spectrometry...

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Detalles Bibliográficos
Autores principales: Dekermanjian, Jonathan P., Shaddox, Elin, Nandy, Debmalya, Ghosh, Debashis, Kechris, Katerina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109373/
https://www.ncbi.nlm.nih.gov/pubmed/35578165
http://dx.doi.org/10.1186/s12859-022-04659-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109373/
https://www.ncbi.nlm.nih.gov/pubmed/35578165
http://dx.doi.org/10.1186/s12859-022-04659-1

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