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Workflow of the machine learning‐based approach used for developing and testing the NAFLD screening panels. The proposed workflow consists of a dimension reduction technique, followed by a two‐step machine learning approach. After a potential subset of features is obtained, algorithm mapping with three classifiers is explored to identify an optimal model.
