Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations.

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作者： Yicheng,Zhu ^[1] ; Cheng Soon,Ong ^[2] ; Gavin A,Huttley ^[1]

作者单位： Research School of Biology, The Australian National University, Canberra, Australian Capital Territory 2601, Australia yicheng.zhu@anu.edu.au gavin.huttley@anu.edu.au. ^[1] Data61, CSIRO, Black Mountain Campus, Canberra, Australian Capital Territory 2601, Australia.;Research School of Computer Science, The Australian National University, Canberra, Australian Capital Territory 2601, Australia. ^[2]

关键词 bioinformatics context dependent mutation germline mutation log-linear model machine learning mutagenesis mutation spectrum sequence motif analysis

主题词动物(Animals);乙基亚硝脲(Ethylnitrosourea);小鼠(Mice);诱变剂(Mutagens);点突变(Point Mutation);序列分析, DNA(Sequence Analysis, DNA)

DOI 10.1534/genetics.120.303093

PMID 32193188

发布时间 2024-07-29

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准确一般字义偏差语意偏离译文作用小提交