Diabetes risk prediction model based on community follow-up data using machine learning-Reference-Cited by-同舟云学术

Diabetes risk prediction model based on community follow-up data using machine learning

Published:2023-10 Issue: Volume:35 Page:102358
ISSN:2211-3355
Container-title:Preventive Medicine Reports
language:en
Short-container-title:Preventive Medicine Reports

Author:

Jiang Liangjun,Xia Zhenhua,Zhu Ronghui,Gong Haimei,Wang Jing,Li Juan,Wang Lei^ORCID

Publisher

Elsevier BV

Subject

Public Health, Environmental and Occupational Health,Epidemiology

Reference52 articles.

1. Performance Evaluation of Machine Learning Techniques (MLT) for Heart Disease Prediction;Ansari;Comput. Math. Methods Med.,2023

2. Dynamic prediction models improved the risk classification of type 2 diabetes compared with classical static models;Asgari;J. Clin. Epidemiol.,2021

3. A systematic approach for variable selection with random forests: achieving stable variable importance values;Behnamian;IEEE Geosci. Remote Sens. Lett.,2017

4. Salliah Shafi Bhat, Venkatesan Selvam, Gufran Ahmad Ansari, Mohd Dilshad Ansari. Analysis of Diabetes mellitus using Machine Learning Techniques. 2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT), Aligarh, India. 2022;1-5.

5. Salliah Shafi Bhat, Venkatesan Selvam, Gufran Ahmad Ansari, Mohd Dilshad Ansari. Hybrid Prediction Model for Type-2 Diabetes Mellitus using Machine Learning Approach. 2022 Seventh International Conference on Parallel, Distributed and Grid Computing (PDGC), Solan, Himachal Pradesh, India. 2022;150-155.

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Leveraging Machine Learning to Detect and Predict Diabetes in Polycystic Ovary Syndrome Patients: A Review;2024 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD);2024-08-01

2. Diabetes Prediction in Machine Learning using Feature Selection: A Comparative Analysis based on Sampling Techniques;2024 7th International Conference on Informatics and Computational Sciences (ICICoS);2024-07-17

3. Elevating Disease Prediction: A Stacking Ensemble Learning Approach;2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2024-04-26

4. Diabetes Prediction using Hybrid Model;2024 IEEE 9th International Conference for Convergence in Technology (I2CT);2024-04-05

5. Machine learning-based early detection of diabetes risk factors for improved health management;Multimedia Tools and Applications;2024-04-02