Search Results - "Sultana, Azrin"
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Machine learning framework with feature selection approaches for thyroid disease classification and associated risk factors identification
Published in Journal of Electrical Systems and Information Technology (01-12-2023)“…Thyroid disease (TD) develops when the thyroid does not generate an adequate quantity of thyroid hormones as well as when a lump or nodule emerges due to…”
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A comprehensive review for chronic disease prediction using machine learning algorithms
Published in Journal of Electrical Systems and Information Technology (01-12-2024)“…The past few years have seen an emergence of interest in examining the significance of machine learning (ML) in the medical field. Diseases, health…”
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A comparative analysis of machine learning algorithms with tree-structured parzen estimator for liver disease prediction
Published in Healthcare analytics (New York, N.Y.) (01-12-2024)“…The liver is one of the most essential organs in the body, which helps with metabolism and keeping the body healthy. Successful treatments and better patient…”
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Clinical Decision Support System for Diabetic Patients by Predicting Type 2 Diabetes Using Machine Learning Algorithms
Published in Journal of healthcare engineering (2023)“…Diabetes is one of the most serious chronic diseases that result in high blood sugar levels. Early prediction can significantly diminish the potential jeopardy…”
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