Application of machine learning tools: Potential and useful approach for the prediction of type 2 diabetes mellitus based on the gut microbiome profile-Reference-Cited by-同舟云学术

Application of machine learning tools: Potential and useful approach for the prediction of type 2 diabetes mellitus based on the gut microbiome profile

Published:2022-02-23 Issue:4 Volume:23 Page:
ISSN:1792-0981
Container-title:Experimental and Therapeutic Medicine
language:
Short-container-title:Exp Ther Med

Author:

Ge Xiaochun¹,Zhang Aimin¹,Li Lihui¹,Sun Qitian¹,He Jianqiu¹,Wu Yu²,Tan Rundong²,Pan Yingxia²,Zhao Jiangman²,Xu Yue²,Tang Hui²,Gao Yu¹

Affiliation:

1. Department of Endocrinology, Affiliated Hospital of Chengde Medical University, Chengde, Hebei 067000, P.R. China

2. Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai 201204, P.R. China

Publisher

Spandidos Publications

Subject

Cancer Research,Immunology and Microbiology (miscellaneous),General Medicine

Reference57 articles.

1. The integrative biology of type 2 diabetes;Roden;Nature,2019

2. The gut microbial endocrine organ in type 2 diabetes;Massey;Endocrinology,2021

3. Diabetes in China: Epidemiology and genetic risk factors and their clinical utility in personalized medication;Hu;Diabetes,2018

4. Hypertension in patients with type 2 diabetes mellitus: Targets and management;Pavlou;Maturitas,2018

5. Prevalence of hypertension and obesity in patients with type 2 diabetes mellitus in observational studies: A systematic literature review;Colosia;Diabetes Metab Syndr Obes,2013

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