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jamia-open

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StealthX051 / Inspire-AKI-prediction

Analysis code for interpretable machine learning models predicting postoperative AKI in noncardiac surgery patients using INSPIRE v1.3.

python machine-learning inspire physionet reproducibility aki interpretable-ml shap acute-kidney-injury perioperative-medicine clinical-prediction noncardiac-surgery jamia-open

Updated May 23, 2026
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