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R scipts used for manuscript Sieber-Ruckstuhl, Burla, et al. (2019) Changes in the Canine Plasma Lipidome after Short- and Long-Term Excess Glucocorticoid Exposure'
Addressing n<<p biology problems with interpretable random forest results via partial dependence plots. - Construction of an ideal high-density lipoprotein
LipidHunter is capable to perform bottom up identification of lipids from LC-MS/MS and shotgun lipidomics data by resembling a workflow of manual spectra annotation. LipidHunter generates interactive HTML output with its unique six-panel-image, which provides an easy way to review, store, and share the identification results.