Microbial Gene Ontology informed deep neural network for microbe functionality discovery in human diseases
by Yunjie Liu, Yao-zhong Zhang, Seiya Imoto
The human microbiome plays a crucial role in human health and is associated with a number of human diseases. Determining microbiome functional roles in human diseases remains a biological challenge due to the high dimensionality of metagenome gene features. However, existing models were limited in providing biological interpretability, where the functional role of microbes in human diseases is unexplored. Here we propose to utilize a neural network-based... Читать дальше...