Prediction of Myopia Among Undergraduate Students Using Ensemble Machine Learning Techniques

Prediction of Myopia Among Undergraduate Students Using Ensemble Machine Learning Techniques

ABSTRACT Background and Aims Myopia is a prevalent refractive error, particularly among young adults, and is becoming a growing global concern. This study aims to predict myopia among undergraduate students using ensemble machine learning techniques and to identify key risk factors associated with i...

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Bibliographic Details
Main Authors: Isteaq Kabir Sifat, Tajin Ahmed Jisa, Jyoti Shree Roy, Nourin Sultana, Farhana Hasan, Md Parvez Mosharaf, Md. Kaderi Kibria
Format: Article
Language:English
Published: Wiley 2025-05-01
Series:Health Science Reports
Subjects:
Dinajpur city
ensemble machine learning
Myopia
refractive error
SHAP analysis
undergraduate students
Online Access:https://doi.org/10.1002/hsr2.70874
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https://doi.org/10.1002/hsr2.70874

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