2 papers
q-bio.QM2019
Natural representation of composite data with replicated autoencoders
Matteo Negri, Davide Bergamini, Carlo Baldassi +2
Generative processes in biology and other fields often produce data that can be regarded as resulting from a composition of basic features. Here we present an unsupervised method b…
q-bio.QM2017
Context-Aware Prediction of Pathogenicity of Missense Mutations Involved in Human Disease
Christoph Feinauer, Martin Weigt
Amino-acid substitutions are implicated in a wide range of human diseases, many of which are lethal. Distinguishing such mutations from polymorphisms without significant effect on…