Distribution of taxon p-values calculated by ANCOM-BC2, DESeq2_phyloseq and LOCOM before and after imputation with TphPMF.

Distribution of taxon p-values calculated by ANCOM-BC2, DESeq2_phyloseq and LOCOM before and after imputation with TphPMF.

<p>(A) ANCOM-BC2. (B) DESeq2_phyloseq. <b>(C)</b> LOCOM.</p> <p>(TIF)</p>

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Bibliographic Details
Main Author: Xinyu Han (2237545) (author)
Other Authors: Kai Song (107003) (author)
Published: 2025
Subjects:
Biochemistry
Microbiology
Cell Biology
Genetics
Ecology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
type 2 diabetes
predicting disease conditions
particularly showing advantages
machine learning approach
detecting differentially abundant
microbiome datasets pertaining
data sparsity represents
microbiome data imputation
tphpmf significantly improves
sparse data
microbiome research
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tphpmf enhances
thereby undermining
termed tphpmf
statistical analyses
potential non
formidable challenge
biological zeros
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