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A novel data mining approach for early diagnosis of gestational diabetes mellitus (GDM) in pregnancy via machine learning methods and CNN Cover

A novel data mining approach for early diagnosis of gestational diabetes mellitus (GDM) in pregnancy via machine learning methods and CNN

Acta of Bioengineering and Biomechanics
Volume 27 (2025): Issue 3 (September 2025)
By: Muhammet Serdar Başçil  
Open Access
|Dec 2025

Authors

Muhammet Serdar Başçil

serdar.bascil@selcuk.edu.tr

Department of Biomedical Engineering, Faculty of Technology, Selcuk University, Konya, Türkiye
DOI: https://doi.org/10.37190/abb/209528 | Journal eISSN: 2450-6303 | Journal ISSN: 1509-409X
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Language: English
Page range: 49 - 60
Submitted on: Jun 11, 2025
Accepted on: Aug 14, 2025
Published on: Dec 11, 2025
Published by: Wroclaw University of Science and Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
GDM disease,
data mining,
image conversion,
KNN,
SVM,
CNN
Related subjects:
Engineering,
Bioengineering and biomedical engineering,
Cellular and tissue engineering,
Biomechanics,
Medicine,
Biomedical engineering,
Materials sciences,
Biomaterials and natural materials

© 2025 Muhammet Serdar Başçil, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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