A Systematic Review of Clustering Methods for Spatial Multi-omics: A Unified Analysis of Model Architecture and Parameter Sensitivity
This study takes Leiden clustering as a reproducible baseline, carries out 72 groups of parameter evaluations on MouseBrain and HumanTonsil datasets, and systematically compares the effects of PCA dimension, neighbour number k and resolution on clustering granularity, consistency with reference labels and spatial conti...