{"slug": "machine-learning-predicts-esrd-and-mortality-in-ckd", "title": "Machine learning predicts ESRD and mortality in CKD", "summary": "A retrospective cohort study used machine learning to predict end-stage renal disease (ESRD) and mortality in patients with chronic kidney disease (CKD). The model aims to identify high-risk patients for better clinical risk stratification, addressing CKD's heterogeneous progression as a global health burden.", "body_md": "# Machine learning predicts ESRD and mortality in CKD\n\nA retrospective cohort study applied machine learning to predict end-stage renal disease (ESRD) and mortality among patients with **chronic kidney disease (CKD)**. The study frames CKD as a global health burden with heterogeneous progression trajectories and uses predictive modeling to identify patients at elevated risk of ESRD and death.\n\n## Scoring Rationale\n\nApplied clinical ML study addressing CKD outcome prediction, relevant to modelers and clinicians for risk stratification; solid domain-specific contribution with moderate impact.\n\nPractice with real Health & Insurance data\n\n90 SQL & Python problems · 15 industry datasets\n\n250 free problems · No credit card\n\n[See all Health & Insurance problems](/problems/datasets/health)", "url": "https://wpnews.pro/news/machine-learning-predicts-esrd-and-mortality-in-ckd", "canonical_source": "https://letsdatascience.com/news/machine-learning-predicts-esrd-and-mortality-in-ckd-f9fb140a", "published_at": "2026-06-05 20:52:58.589395+00:00", "updated_at": "2026-06-05 20:53:00.759223+00:00", "lang": "en", "topics": ["machine-learning", "artificial-intelligence"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/machine-learning-predicts-esrd-and-mortality-in-ckd", "markdown": "https://wpnews.pro/news/machine-learning-predicts-esrd-and-mortality-in-ckd.md", "text": "https://wpnews.pro/news/machine-learning-predicts-esrd-and-mortality-in-ckd.txt", "jsonld": "https://wpnews.pro/news/machine-learning-predicts-esrd-and-mortality-in-ckd.jsonld"}}