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Association of the CIMI with multimorbidity classification among U.S. adults with CKD and cancer via interpretable SHAP-based machine learning

Key takeaways

This study used computer models to look at people with both kidney disease and cancer. It found that certain blood test scores can help identify these patients. This shows a link between the scores and having both conditions, but it is not proof of cause.

Who did this work

PiBo Du · 潘金伸 · YongJian Ye · ChaoLan Fang · Xubo Dai · WeiXiong Xu

Source

Article · OpenAlex, CKD works · 2026-09-28
https://doi.org/10.1038/s41598-026-73936-3