4 citations · 6 across the 2 of their papers we have counts for
2 papers
eess.IV2019★ 2 cited
Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer
Geoffroy Dubourg-Felonneau, Yasmeen Kussad, Dominic Kirkham +3
In this study, we present Flatsomatic - a Variational Auto Encoder (VAE) optimized to compress somatic mutations that allow for unbiased data compression whilst maintaining the sig…
cs.LG2019★ 4 cited
Learning Embeddings from Cancer Mutation Sets for Classification Tasks
Geoffroy Dubourg-Felonneau, Yasmeen Kussad, Dominic Kirkham +3
Analysis of somatic mutation profiles from cancer patients is essential in the development of cancer research. However, the low frequency of most mutations and the varying rates of…