Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurements

Abstract Chronic kidney disease (CKD) is a global health concern with early detection playing a pivotal role in effective management. Machine learning models demonstrate promise in CKD detection, yet the impact on detection and classification using different sets of clinical features remains under-e...

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Bibliographic Details
Main Authors: Brady Metherall, Anna K. Berryman, Georgia S. Brennan
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-88631-y
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