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Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations

Zhu, Yicheng; Ong, Cheng Soon; Huttley, Gavin


There is increasing interest in developing diagnostics that discriminate individual mutagenic mechanisms in a range of applications that include identifying population-specific mutagenesis and resolving distinct mutation signatures in cancer samples. Analyses for these applications assume that mutagenic mechanisms have a distinct relationship with neighboring bases that allows them to be distinguished. Direct support for this assumption is limited to a small number of simple cases, e.g., CpG...[Show more]

CollectionsANU Research Publications
Date published: 2020
Type: Journal article
Source: Genetics
DOI: 10.1534/genetics.120.303093
Access Rights: Open Access


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