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Bar chart displaying the top 15 important features influencing AIE-CSA-AKI, ranked by mean SHAP values. Features include valve replacement, pre-operative hypertension, large vegetations, NYHA class, alcoholism, age, post-operative LCOS, TyG, Ccr, CPB time, intra-operative red blood cell transfusion, intra-operative urine outputl, pre-operative hemoglobin, surgery timing, and sex.
