Increasing reproducibility, robustness, and generalizability of biomarker selection from meta-analysis using Bayesian methodology.

A major limitation of gene expression biomarker studies is that they are not reproducible as they simply do not generalize to larger, real-world, heterogeneous populations. Frequentist multi-cohort gene expression meta-analysis has been frequently used as a solution to this problem to identify bioma...

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Bibliographic Details
Main Authors: Laurynas Kalesinskas, Sanjana Gupta, Purvesh Khatri
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-06-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1010260