Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders

Pedro Henrique da Costa Avelar, Min Wu, Sophia Tsoka

Motivation: Despite advances in the computational analysis of high-throughput molecular profiling assays (e.g. transcriptomics), a dichotomy exists between methods that are simple…