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Multicenter AI Models Outperform Hospital-Specific Approaches for Kidney Injury Prediction
A 31-hospital analysis reveals multicenter AI models substantially outperform hospital-specific approaches for acute kidney injury prediction, with important equity implications. Original paper: Exploring the limits of localization: federated model stacking improves hospital-level prediction in a national research network. — NPJ digital medicine. 10.1038/s41746-026-02634-1 📄 Read the article
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By MedAI DigestA 31-hospital analysis reveals multicenter AI models substantially outperform hospital-specific approaches for acute kidney injury prediction, with important equity implications. Original paper: Exploring the limits of localization: federated model stacking improves hospital-level prediction in a national research network. — NPJ digital medicine. 10.1038/s41746-026-02634-1 📄 Read the article