Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology
Fig 3
Interpretability analysis for pan-cancer survival outcome prediction task.
a. Pathway enrichment analysis. The coloured contour on the slide on the left is here to show good tissue segmentation. b. Kaplan Meier curve associated with the survival outcome prediction task, showing the high and low risk for death event stratification with a computed log-rank p-value. c. Spatial Enrichment Analysis for the top 2 pathways and their most important genes. d. Gene importance within the considered pathways. e. Differential Analysis of cell distribution between high and low attention regions.