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The objective of this study was to characterize patients with hyponatremia at hospital admission into clusters using an unsupervised machine learning approach, and to evaluate the short- and long-term mortality risk among these distinct clusters.

Machine Learning Consensus Clustering of Hospitalized Patients with Admission Hyponatremia