Revealing the impact of genomic alterations on cancer cell signaling with a partially transparent deep learning model
This paper introduces RINN, a deep learning model with L1 regularization to map genomic alterations to cancer signaling pathways, showing partial interpretability and predictive accuracy for differential expression.
bioRxiv · May 29, 2020 · PreprintBioinformatics