ifCNV: A novel isolation-forest-based package to detect copy-number variations from various targeted NGS datasets

ifCNV: A novel isolation-forest-based package to detect copy-number variations from various targeted NGS datasets

Copy-number variations (CNVs) are an essential component of genetic variation distributed across large parts of the human genome. CNV detection from next-generation sequencing data and artificial intelligence algorithms have progressed in recent years. However, only a few tools have taken advantage...

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Bibliographic Details
Main Authors: Simon Cabello-Aguilar, Julie A. Vendrell, Charles Van Goethem, Mehdi Brousse, Catherine Gozé, Laurent Frantz, Jérôme Solassol
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Molecular Therapy: Nucleic Acids
Subjects:
MT: Bioinformatics
CNV detection
artificial intelligence
machine learning
localization scoring
R open-source package
Online Access:http://www.sciencedirect.com/science/article/pii/S2162253122002529

Internet

http://www.sciencedirect.com/science/article/pii/S2162253122002529

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