Literature DB >> 33880762

Applying artificial intelligence in the microbiome for gastrointestinal diseases: A review.

Tao Zeng1,2, Xiangtian Yu3, Zhangran Chen4.   

Abstract

For a long time, gut bacteria have been recognized for their important roles in the occurrence and progression of gastrointestinal diseases like colorectal cancer, and the ever-increasing amounts of microbiome data combined with other high-quality clinical and imaging datasets are leading the study of gastrointestinal diseases into an era of biomedical big data. The "omics" technologies used for microbiome analysis continuously evolve, and the machine learning or artificial intelligence technologies are key to extract the relevant information from microbiome data. This review intends to provide a focused summary of recent research and applications of microbiome big data and to discuss the use of artificial intelligence to combat gastrointestinal diseases.
© 2021 Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd.

Entities:  

Keywords:  amplicons; artificial intelligence; gastrointestinal diseases; gut bacteria; metagenomics

Year:  2021        PMID: 33880762     DOI: 10.1111/jgh.15503

Source DB:  PubMed          Journal:  J Gastroenterol Hepatol        ISSN: 0815-9319            Impact factor:   4.029


  6 in total

Review 1.  Targeting the gut and tumor microbiota in cancer.

Authors:  Elizabeth M Park; Manoj Chelvanambi; Neal Bhutiani; Guido Kroemer; Laurence Zitvogel; Jennifer A Wargo
Journal:  Nat Med       Date:  2022-04-19       Impact factor: 87.241

2.  Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion.

Authors:  Hui Tang; Xiangtian Yu; Rui Liu; Tao Zeng
Journal:  Brief Bioinform       Date:  2022-03-10       Impact factor: 11.622

3.  Construction of Hospital Human Resource Information Management System under the Background of Artificial Intelligence.

Authors:  Xiaona Yu; Chunmei Zhang; Chengcheng Wang
Journal:  Comput Math Methods Med       Date:  2022-08-04       Impact factor: 2.809

Review 4.  Update on gut microbiota in gastrointestinal diseases.

Authors:  Atsushi Nishida; Kyohei Nishino; Masashi Ohno; Keitaro Sakai; Yuji Owaki; Yoshika Noda; Hirotsugu Imaeda
Journal:  World J Clin Cases       Date:  2022-08-06       Impact factor: 1.534

5.  Noninvasive detection and interpretation of gastrointestinal diseases by collaborative serum metabolite and magnetically controlled capsule endoscopy.

Authors:  Xiang-Tian Yu; Ming Chen; Jingyi Guo; Jing Zhang; Tao Zeng
Journal:  Comput Struct Biotechnol J       Date:  2022-10-06       Impact factor: 6.155

6.  Editorial: Cross-Domain Analysis for "All of Us" Precision Medicine.

Authors:  Tao Zeng; Tao Huang; Chuan Lu
Journal:  Front Genet       Date:  2021-07-01       Impact factor: 4.599

  6 in total

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