mantis-ml Gene Prioritisation Atlas
Cardiovascular Disease
Interactive Visualisation
Overview
Gene Rankings
Interactive Visualisation
PCA
t-SNE
UMAP
EDA Plots
Feature Importance
In this section you can interactively inspect gene associations by feature similarity using three dimensionality reduction techniques that project the high-dimensional gene space into 2 dimensions:
PCA
,
t-SNE
and
UMAP
.
t-SNE (t-Distributed Stochastic Neighbor Embedding;
perplexity=30
)
•
Seed genes
•
Predicted genes (top-40 from best performing classifier)
Seed genes (automatically inferred from HPO)