Journal of chemical information and modelingMachine LearningFlavonesNeural NetworksComputer
Machine Learning for Group-Targeted Elution Order Prediction: Substituted Flavones as a Case Study.
Ivan Rozanov, Andrey Stavrianidi, Aleksey Buryak
Published: 202510.1021/acs.jcim.5c02096
Abstract
Prediction of the elution order of close structural analogs and isomers is a critical step in plant metabolites dereplication. The application of machine learning (ML) is an efficient approach to automate peak annotation by implementing structure-ret…
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