Frequentist framework for multicohort analysis of transcriptome data.
Enables pooled analysis of microarray data by batch-correcting control samples.
Multicohort transcriptome anlaysis of >100 diseases to identify consistent gene expression signatures in a specific disease and explore how a set of genes change in other diseases and cell types.
Multi-cohort analysis framework based on Bayesian Meta-Analysis
Multicohort ANalysis of AggregaTed gEne Expression(MANATEE) uses COCONUT co-normalization to enable multi-cohort analysis.
Model-independent Inference of Directed AssociationS (MIDAS) is a Neural Processes-based framework to enable inference of direction of association.