Maturation of the gut microbiome during the first year of life contributes to the protective farm effect on childhood asthma

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

DADA2: High-resolution sample inference from Illumina amplicon data

Benjamin J. Callahan, Paul J. McMurdie, Michael Rosen et al. · Nature Methods · 2016 · 36.3K citations

Life Sciences, Bioinformatics, Genetics +9

Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample

J. Gregory Caporaso, Christian L. Lauber, William A. Walters et al. · Proceedings of the National Academy of Sciences · 2010 · 10K citations

Life Sciences, Biology, Microbiology +14

Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2’s q2-feature-classifier plugin

Nicholas A. Bokulich, Benjamin D. Kaehler, Jai Ram Rideout et al. · Microbiome · 2018 · 6.1K citations · Full text

Life Sciences, Bioinformatics, Microbiology +17