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From Species Identification to Empirical Therapy: A Machine Learning and Rule-Based Decision Support Framework for Antifungal Resistance Prediction in ICU Candida Infections

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Objectives: When a Candida species is identified in an ICU patient, susceptibility results are typically available in 24-72 h. In this study, we built a machine learning model using four variables available at identification to estimate resistance probability ... ...