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In this tutorial, we introduce the AML Clinical Outcomes & Proteomics dataset and illustrate how to explore the data using an interactive visualization tool. 199 acute myeloid leukemia patients’ protein expression profiles for 231 proteins are displayed in relation to the patients’ clinical outcomes (overall survival and remission duration) and demographics (e.g., gender, prior malignancy). The visualization enables rapid identification of patterns in the data and exploration of relationships between outcome, proteomics, and clinical covariates.