Integrative deep learning with prior assisted feature selection

DOI10.1002/SIM.10148zbMATH Open1545.62625MaRDI QIDQ6618391

Yang Li, Ke Jia, Feifei Wang

Publication date: 14 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

variable selectionprior informationensemble learningdeep learningintegrative analysis

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Integrative analysis and variable selection with multiple high-dimensional data sets
• Large-Scale Machine Learning with Stochastic Gradient Descent
• Sure Independence Screening for Ultrahigh Dimensional Feature Space
• Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension
• Integrative interaction analysis using threshold gradient directed regularization
• Information‐incorporated Gaussian graphical model for gene expression data
• Identifying gene-environment interactions incorporating prior information

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