Article
Shape-based retrieval of CNV regions in read coverage data.
International journal of data mining and bioinformatics - 1 Jan 2014
Hong Sangkyun, Yoon Jeehee, Hong Dongwan, Lee Unjoo, Kim Baeksop, Park Sanghyun
Abstract excerpt
This study proposes a novel copy number variation (CNV) detection method, CNV_shape, based on variations in the shape of the read coverage data which are obtained from millions of short reads aligned to a reference sequence. The proposed method carries out two transforms, mean shift transform and mean slope transform, to extract the shape of a CNV more precisely from real human data, which are vulnerable to...
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