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Microbiome meta-analysis and cross-disease comparison enabled by the SIAMCAT machine learning toolbox
The human microbiome is increasingly mined for diagnostic and therapeutic biomarkers using machine learning (ML). However, metagenomics-specific software is scarce, and overoptimistic evaluation and limited cross-study generalization are prevailing issues. To address these, we developed SIAMCAT, a v...
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| Publicado no: | Genome Biol |
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| Main Authors: | , , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8008609/ https://ncbi.nlm.nih.gov/pubmed/33785070 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13059-021-02306-1 |
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