
Gregory Buck
Articles
TEMPTED: time-informed dimensionality reduction for longitudinal microbiome studies - Genome Biology
Dec 18, 2024 |
genomebiology.biomedcentral.com | Pixu Shi |Cameron Martino |Rungang Han |Stefan Janssen |Gregory Buck |Myrna G. Serrano | +4 more
In this section, we provide details of our methods, including data preprocessing, the TEMPTED algorithm, tensor reconstruction, and how the dimension reduction learned from training data can be transferred to new testing data. Additionally, we present details of case studies (Pax5 Mice Leukemia data, shotgun metagenomic vaginal data, 16S Vaginal data), and data-driven simulation studies.
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