Deep learning and host variable embedding augment microbiome-based simultaneous detection of multiple diseases
Shunyao Wu, Zhiruo Li, Yuzhu Chen, Mingqian Zhang, Yangyang Sun, Jieqi Xing, Fengyang Zhao, Shi Wei Huang, Rob D. Knight, Xiaoquan Su
This paper introduces a deep learning method that detects multiple diseases simultaneously using microbiome data and host variables, outperforming traditional ML approaches and capturing key disease-related factors.
bioRxiv · May 16, 2023 · PreprintBioinformatics