Enhanced thyroid disease prediction using ensemble machine learning: a high-accuracy approach with feature selection and class balancing
Abstract Thyroid disorders are increasingly prevalent, making early detection crucial for reducing mortality and complications. Accurate prediction of disease progression and understanding the interplay of clinical features are essential for effective diagnosis and treatment. Our study addresses the...
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Main Authors: | Md. Rezaul Islam, Aniruddha Islam Chowdhury, Sharmin Shama, Md. Masudul Hasan Lamyea |
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Format: | Article |
Language: | English |
Published: |
Springer
2025-01-01
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Series: | Discover Artificial Intelligence |
Subjects: | |
Online Access: | https://doi.org/10.1007/s44163-025-00225-9 |
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