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Fig. 1 | BMC Bioinformatics

Fig. 1

From: A novel meta-analysis based on data augmentation and elastic data shared lasso regularization for gene expression

Fig. 1

Overview of the proposed DA-DSL-L2 meta-analysis framework. Data1, …, DataM are merged by different cross-platform normalization (CPN) methods, respectively, to achieve data augmentation. We process these augmented data (or multi-views) using the elastic shared lasso method that considers both data homogeneity and heterogeneity to obtain better feature selection performance

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BMC Bioinformatics

ISSN: 1471-2105

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