DeepPhylo: Phylogeny‐Aware Microbial Embeddings Enhanced Predictive Accuracy in Human Microbiome Data Analysis

Abstract Microbial data analysis poses significant challenges due to its high dimensionality, sparsity, and compositionality. Recent advances have shown that integrating abundance and phylogenetic information is an effective strategy for uncovering robust patterns and enhancing the predictive perfor...

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Hlavní autoři:	Bin Wang, Yulong Shen, Jingyan Fang, Xiaoquan Su, Zhenjiang Zech Xu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Wiley 2024-12-01
Edice:	Advanced Science
Témata:	beta‐diversity deep learning microbiome phylogeny
On-line přístup:	https://doi.org/10.1002/advs.202404277
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