Concepedia

Microbiology Data Analytics

Microbiology Data Analytics is a computational discipline that integrates statistical, algorithmic, and machine learning techniques to systematically interpret, model, and derive meaningful biological insights from complex datasets generated in microbiology laboratory settings.

81

Publications

8K

Citations

536

Authors

271

Institutions

Publications per year

2017–2026

51

Parents

Publications

81

QIIME 2: Reproducible, interactive, scalable, and extensible microbiome data science

Evan Bolyen, Jai Ram Rideout, Matthew R. Dillon et al. · 2018 · 883 citations · Full text

, , +17

Correlation detection strategies in microbial data sets vary widely in sensitivity and precision

Sophie Weiss, Will Van Treuren, Catherine Lozupone et al. · The ISME Journal · 2016 · 883 citations · Full text

, , +9

Phandango: an interactive viewer for bacterial population genomics

James Hadfield, Nicholas J. Croucher, Richard Goater et al. · Bioinformatics · 2017 · 660 citations · Full text

, , +17

QIIME 2: Reproducible, interactive, scalable, and extensible microbiome data science

Evan Bolyen, Jai Ram Rideout, Matthew R. Dillon et al. · 2018 · 584 citations · Full text

, , +17

A White-Box Machine Learning Approach for Revealing Antibiotic Mechanisms of Action

Jason H. Yang, Sarah N. Wright, Meagan Hamblin et al. · Cell · 2019 · 345 citations · Full text

, , +13

1–5 of 81

Authors

536

  1. JG
    J. Gregory Caporaso

    Northern Arizona University, United States

    6 publications · 1.9K citations

    6

    h-index

  2. EB
    Evan Bolyen

    Northern Arizona University, United States

    5 publications · 1.9K citations

    5

    h-index

  3. MR
    Matthew R. Dillon

    Northern Arizona University, United States

    5 publications · 1.9K citations

    5

    h-index

  4. GH
    Gavin Huttley

    Australian National University, Australia

    5 publications · 1.9K citations

    5

    h-index

  5. BD
    Benjamin D. Kaehler

    Australian National University, Australia

    5 publications · 1.9K citations

    5

    h-index

1–5 of 536

Institutions

271

  1. University of California San Diego

    San Diego, United States

    6 h-index

    103 publications

    52.4K citations

  2. Northern Arizona University

    Flagstaff, United States

    6 h-index

    54 publications

    25.9K citations

  3. Stanford University

    Stanford, United States

    6 h-index

    7 publications

    2.9K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    15 publications

    7.2K citations

  5. Australian National University

    Canberra, Australia

    5 h-index

    10 publications

    3.8K citations

  6. Novo Nordisk Foundation

    Copenhagen, Denmark

    5 h-index

    13 publications

    6.1K citations

  7. Harvard University

    Cambridge, United States

    5 h-index

    11 publications

    4.1K citations

  8. University of Arizona

    Tucson, United States

    4 h-index

    10 publications

    1.9K citations

1–8 of 271

Venues

  1. Bioinformatics

    5 publications · 1.2K citations

    5

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 5 publications · 205 citations

    5

    h-index

  3. Water Research

    5 publications · 359 citations

    4

    h-index

  4. Journal of Microbiological Methods

    3 publications · 157 citations

    3

    h-index

  5. PLoS ONE

    3 publications · 50 citations

    3

    h-index

1–5