Improved metagenome binning and assembly using deep variational autoencoders
Jakob Nybo Nissen, Joachim Johansen, Rosa Lundbye Allesøe, Casper Kaae Sønderby, José Juan Almagro Armenteros, Christopher Heje Grønbech, Lars Juhl Jensen, Henrik Bjørn Nielsen, Thomas Nordahl Petersen, Ole Winther, Simon Rasmussen
Topics & Concepts
MetagenomicsAutoencoderHuman Microbiome ProjectMicrobiomeCluster analysisGenomeENCODEComputational biologyComputer scienceArtificial intelligencePattern recognition (psychology)k-merBacteroidesDeep learningData miningBiologyHuman microbiomeBioinformaticsGeneGeneticsBacteriaGenomics and Phylogenetic StudiesGut microbiota and healthMicrobial Community Ecology and Physiology