Denoiseit: denoising gene expression data using rank based isolation trees

Denoiseit: denoising gene expression data using rank based isolation trees

Abstract Background Selecting informative genes or eliminating uninformative ones before any downstream gene expression analysis is a standard task with great impact on the results. A carefully curated gene set significantly enhances the likelihood of identifying meaningful biomarkers. Method In con...

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Bibliographic Details
Main Authors: Jaemin Jeon, Youjeong Suk, Sang Cheol Kim, Hye-Yeong Jo, Kwangsoo Kim, Inuk Jung
Format: Article
Language:English
Published: BMC 2024-08-01
Series:BMC Bioinformatics
Subjects:
Gene
Noise
Filtering
Matrix factorization
Online Access:https://doi.org/10.1186/s12859-024-05899-z

Internet

https://doi.org/10.1186/s12859-024-05899-z

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