Topic: Stability of Discovered Subgroups

Sources Of Instability In Omics Subtypes

Separating Algorithmic From Sampling Variability

Reporting Subgroup Stability Results

Rare Subtypes And Small-Cluster Instability

Refitting Preprocessing Within Resamples

Repeated Train-Test Perturbations For Clusters

Perturbing Features To Test Subtype Robustness

Influential Samples In Subtype Discovery

End-To-End Stability Of The Analysis Pipeline

Diagnosing Stability Of Individual Subgroups