MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival Risk

1 code implementation • 2 Feb 2022 • Gourab Ghosh Roy, Nicholas Geard, Karin Verspoor, Shan He

We show that trained MPVNN architecture interpretation, which points to smaller sets of genes connected by signal flow within the PI3K-Akt pathway that are important in risk prediction for particular cancer types, is reliable.

Survival Analysis