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Maps metabolomics results to biological pathways via over-representation (ORA), metabolite-set enrichment (MSEA/QEA), mummichog/PSEA on raw m/z peaks, and network-diffusion enrichment (FELLA), with correct background-set construction and honest interpretive ceilings. Use when interpreting differe...
Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement model that can create or erase biological signal. Use when processing a peak/feature table before ...
Map metabolites to biological pathways using KEGG, Reactome, and MetaboAnalyst. Perform pathway enrichment and topology analysis. Use when interpreting metabolomics results in the context of biochemical pathways.
Quality control and normalization for metabolomics data. Covers QC-based correction, batch effect removal, and data transformation methods. Use when correcting technical variation in metabolomics data before statistical analysis.
Agent skill for Data Analyst, ML / AI Engineer, Researcher, published by FridrichMethod. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Researcher, published by Rudson-Oliveira. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Researcher, published by Rudson-Oliveira. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Researcher, published by FridrichMethod. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Researcher, published by majiayu000. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Researcher, published by BioTender-max. Project details and file access are provided by the publisher.
Agent skill for Data Scientist, Business Intelligence Analyst, Market Research Analyst, published by BioTender-max. Project details and file access are provided by the publisher.
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