Concepedia

Predictive Microbial Ecology

Predictive Microbial Ecology is a scientific discipline within microbial ecology that employs mathematical models and computational tools to forecast the growth, survival, and inactivation of microorganisms in food systems under defined environmental conditions.

27

Publications

2.1K

Citations

137

Authors

74

Institutions

Publications per year

2017–2026

16

Parents

Publications

27

Stochasticity, succession, and environmental perturbations in a fluidic ecosystem

Jizhong Zhou, Ye Deng, Ping Zhang et al. · Proceedings of the National Academy of Sciences · 2014 · 909 citations · Full text

, , +17

Effects of parameterization on the performance of empirical models used in `predictive microbiology'

József Baranyi, T Ross, TA McMeekin et al. · Food Microbiology · 1996 · 147 citations · Full text

, , +11

PopPhy-CNN: A Phylogenetic Tree Embedded Architecture for Convolutional Neural Networks to Predict Host Phenotype From Metagenomic Data

Derek Reiman, Ahmed A. Metwally, Jun Sun et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 113 citations · Full text

, , +15

Ecosystem-wide metagenomic binning enables prediction of ecological niches from genomes

Johannes Alneberg, Christin Bennke, Sara Beier et al. · Communications Biology · 2020 · 112 citations · Full text

, , +16

Incorporating microbial community data with machine learning techniques to predict feed substrates in microbial fuel cells

Wenfang Cai, Keaton Larson Lesnik, Matthew J. Wade et al. · Biosensors and Bioelectronics · 2019 · 91 citations

, , +16

1–5 of 27

Authors

137

  1. WC
    Wenfang Cai

    Xi'an Jiaotong University, China

    4 publications · 215 citations

    4

    h-index

  2. YD
    Yang Dai

    University of Illinois Chicago, United States

    2 publications · 129 citations

    2

    h-index

  3. KL
    Keaton Larson Lesnik

    Oregon State University, United States

    2 publications · 149 citations

    2

    h-index

  4. JZ
    Jizhong Zhou

    University of Oklahoma, United States

    2 publications · 925 citations

    2

    h-index

  5. YW
    Yunhai Wang

    Xi'an Jiaotong University, China

    2 publications · 115 citations

    2

    h-index

1–5 of 137

Institutions

74

  1. Xi'an Jiaotong University

    Xi'an, China

    4 h-index

    7 publications

    354 citations

  2. Oregon State University

    Corvallis, United States

    3 h-index

    8 publications

    495 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    4 publications

    243 citations

  4. University of Oklahoma

    Norman, United States

    2 h-index

    9 publications

    7.3K citations

  5. University of Illinois Chicago

    Chicago, United States

    2 h-index

    6 publications

    484 citations

  6. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    5 publications

    1.1K citations

  7. The University of Adelaide

    Adelaide, Australia

    1 h-index

    2 publications

    22 citations

  8. Helmholtz Institute for Functional Marine Biodiversity

    Oldenburg, Germany

    1 h-index

    1 publications

    112 citations

1–8 of 74

Venues

  1. Microbial Biotechnology

    2 publications · 40 citations

    2

    h-index

  2. Ecological Indicators

    1 publications · 36 citations

    1

    h-index

  3. Microbial Risk Analysis

    1 publications · 16 citations

    1

    h-index

  4. Nature Communications

    1 publications · 39 citations

    1

    h-index

  5. Communications Biology

    1 publications · 112 citations

    1

    h-index

1–5