Methods to Predict Metabolic Pathways of the Gut Microbiota and its Metabolites

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Articles

REVIEW

Published on 17 Jun 2021

Review of Machine Learning Methods for the Prediction and Reconstruction of Metabolic Pathways

Hayat Ali Shah
Juan Liu
Zhihui Yang
Jing Feng

Review of Machine Learning Methods for the Prediction and Reconstruction of Metabolic Pathways

doi 10.3389/fmolb.2021.634141

14,565 views
23 citations

ORIGINAL RESEARCH

Published on 27 Apr 2021

Microbiome Data Analysis by Symmetric Non-negative Matrix Factorization With Local and Global Regularization

Junmin Zhao
Yuanyuan Ma
Lifang Liu

Microbiome Data Analysis by Symmetric Non-negative Matrix Factorization With Local and Global Regularization

doi 10.3389/fmolb.2021.643014

1,652 views
1 citation

ORIGINAL RESEARCH

Published on 09 Mar 2021

Untargeted Metabolomics Reveals Alterations in the Primary Metabolites and Potential Pathways in the Vegetative Growth of Morchella sextelata

Kejun Deng
Xiuhua Lan
Qing Fang
Mengke Li
Guangbo Xie
Liyuan Xie

Untargeted Metabolomics Reveals Alterations in the Primary Metabolites and Potential Pathways in the Vegetative Growth of Morchella sextelata

doi 10.3389/fmolb.2021.632341

2,630 views
16 citations

ORIGINAL RESEARCH

Published on 25 Feb 2021

Prevention and Control of Pathogens Based on Big-Data Mining and Visualization Analysis

Cui‐Xia Chen
Li‐Na Sun
Xue‐Xin Hou
Peng‐Cheng Du
Xiao‐Long Wang
Xiao‐Chen Du
Yu‐Fei Yu
Rui‐Kun Cai
Lei Yu
9 more
Zong‐Fu Cao

Prevention and Control of Pathogens Based on Big-Data Mining and Visualization Analysis

doi 10.3389/fmolb.2020.626595

2,494 views

ORIGINAL RESEARCH

Published on 15 Dec 2020

A New Metric Quantifying Chemical and Biological Property of Small Molecule Metabolites and Drugs

Chuanbo Huang
Yuan Zhou
Jichun Yang
Qinghua Cui
Yanhui Li

A New Metric Quantifying Chemical and Biological Property of Small Molecule Metabolites and Drugs

doi 10.3389/fmolb.2020.594800

1,956 views
1 citation

PERSPECTIVE

Published on 15 Dec 2020

Prediction Correction Topic Evolution Research for Metabolic Pathways of the Gut Microbiota

Li Ning
Peng Lifang
He Huixin

Prediction Correction Topic Evolution Research for Metabolic Pathways of the Gut Microbiota

doi 10.3389/fmolb.2020.600720

1,801 views
3 citations

ORIGINAL RESEARCH

Published on 03 Dec 2020

Predicting Metabolite-Disease Associations Based on Spy Strategy and ABC Algorithm

Xiujuan Lei
Cheng Zhang
Yueyue Wang

Predicting Metabolite-Disease Associations Based on Spy Strategy and ABC Algorithm

doi 10.3389/fmolb.2020.603121

1,654 views
6 citations

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Frontiers in Molecular Biosciences

Frontiers in Molecular Biosciences

Metabolomics

Participating Journals

Frontiers in Ecology and Evolution
- MetabolomicsOffline
- 2.4 impact factor
- 4.0 citescore
Frontiers in Environmental Science
- MetabolomicsOffline
- 3.3 impact factor
- 4.5 citescore

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