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DeepBiome: a phylogenetic tree informed deep neural network for microbiome data analysis

2020-06-10

Abstract excerpt

<title>Abstract</title> <p>Background: Evidence linking microbiome and human health is rapidly growing. Microbiome profile can be a novel predictive biomarker for many diseases. However, bacteria count tables are typically sparse and bacteria are classified at a hierarchy of taxonomic levels, ranging from species to phylum. Existing analysis tools focus on identifying microbiome associations either at the communi...

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Literature Corpus work
8c0f3b27-e67f-50ce-9918-74fc295f6c7a
DOI
10.21203/rs.3.rs-33860/v1
Open publication

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DeepBiome: a phylogenetic tree informed deep neural network for microbiome data analysisDOI 10.21203/rs.3.rs-33860/v1
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