Explainable machine learning in healthcare: methods, interpretation, and applications for clinical research
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Objectives: To provide a practical and methodologically grounded overview of explainable machine learning (XML) approaches in healthcare, with emphasis on their interpretation and application in clinical research and decision sup... ...