DeepMicroGen: a generative adversarial network-based method for longitudinal microbiome data imputation

• Published in: Bioinformatics (Oxford, England) Vol. 39; no. 5
• Main Authors: Choi, Joung Min, Ji, Ming, Watson, Layne T, Zhang, Liqing
• Format: Journal Article
• Language: English
• Published: England Oxford University Press 04.05.2023
• Subjects: Humans; Longitudinal Studies; Microbiota; Neural Networks, Computer; Original Paper; Sample Size; Time Factors

Abstract Motivation The human microbiome, which is linked to various diseases by growing evidence, has a profound impact on human health. Since changes in the composition of the microbiome across time are associated with disease and clinical outcomes, microbiome analysis should be performed in a lon...