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A machine learning framework for genotyping the structural variations with copy number variant

Tian Zheng, Xiaoyan Zhu, Xuanping Zhang, Zhongmeng Zhao, Xin Yi, Jiayin Wang, Hongle Li
2020 BMC Medical Genomics  
Here we proposed a computational method for genotyping indels in the CNV region, which introduced a machine learning framework to comprehensively incorporate a set of data features and their interactions  ...  The Multiclass Relevance Vector Machine (M-RVM) was used as a machine learning framework combined with the distribution characteristics of the features.  ...  We also would like to thank the reviewers for their valuable comments and suggestions, which guide us to improve the work and manuscript.  ... 
doi:10.1186/s12920-020-00733-w pmid:32854699 fatcat:rx7y6ceftnbwdezjobirk7k2qq