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Application of machine learning algorithm for predicting gestational diabetes mellitus in early pregnancy† Cover

Application of machine learning algorithm for predicting gestational diabetes mellitus in early pregnancy†

Frontiers of Nursing
Volume 8 (2021): Issue 3 (September 2021)
By: Li-Li Wei,  Yue-Shuai Pan,  Yan Zhang,  Kai Chen,  Hao-Yu Wang and  Jing-Yuan Wang  
Open Access
|Sep 2021

Authors

Li-Li Wei

Department of Nursing, The Affiliated Hospital of Qingdao University, Qingdao, China

Yue-Shuai Pan

Intensive Care Unit, The Affiliated Hospital of Qingdao University, Qingdao, China

Yan Zhang

Department of Nursing, The Affiliated Hospital of Qingdao University, Qingdao, China

Kai Chen

Intensive Care Unit, The Affiliated Hospital of Qingdao University, Qingdao, China

Hao-Yu Wang

Research Institute for Mathematics and Interdisciplinary Sciences, Qingdao University of Science and Technology, Qingdao, China

Jing-Yuan Wang

18661801620@163.com

Department of Critical Care and Respiratory Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China
DOI: https://doi.org/10.2478/fon-2021-0022 | Journal eISSN: 2544-8994 | Journal ISSN: 2097-5368
Journal RSS Feed
Language: English
Page range: 209 - 221
Submitted on: Nov 24, 2020
|
Accepted on: Jan 11, 2021
|
Published on: Sep 21, 2021
Published by: Shanxi Medical Periodical Press
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
early prediction,
gestational diabetes mellitus,
machine learning algorithm,
random forest regression
Related subjects:
Medicine,
Assistive professions, nursing

© 2021 Li-Li Wei, Yue-Shuai Pan, Yan Zhang, Kai Chen, Hao-Yu Wang, Jing-Yuan Wang, published by Shanxi Medical Periodical Press
This work is licensed under the Creative Commons Attribution 4.0 License.

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