Unsupervised machine learning for data encoding applied to ovarian cancer transcriptomes

We use variational autoencoders to compressed ovarian cancer transcriptomes and extract genetic markers predictive of chemotherapy resistance.

November 2019 · Tom M George, Syed Haider, Pietro Lio