Article

Predicting Incident Chronic Kidney Disease Using Longitudinal Health Examination Data: A Machine Learning Study

2026-06-19

Abstract excerpt

<title>Abstract</title> <p> <bold>Background:</bold> Chronic kidney disease (CKD) is a major global public health challenge. Its early stages are asymptomatic, leading to delayed diagnosis and poor prognosis. Current screening methods based on single time-point indicators have limited efficacy. <bold>Objective:</bold> To develop and validate a machine learning model that dynamically predicts the 5-year risk o...

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Literature Corpus work: 748ed71a-3875-5f30-b334-0cb0314794d2
DOI: 10.21203/rs.3.rs-9655167/v1

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