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Previously reported applications include intensive care unit patient outcome prediction, where feature importance enabled the presentation of the top ranked features to clinicians to compare relevance of different models in and further characterize the performance of the prediction models 43 , as well as acute coronary syndrome risk prediction, to perform feature selection for machine learning model training through an iterative process to select the optimal set of features 44

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