Machine Learning Consensus Clustering Approach for Hospitalized Patients with Dysmagnesemia.
Charat ThongprayoonJanina Paula T Sy-GoVoravech NissaisorakarnCarissa Y DumancasMira T KeddisAndrea G KattahPattharawin PattharanitimaSaraschandra VallabhajosyulaMichael A MaoFawad QureshiVesna D GarovicJohn J DillonStephen B EricksonWisit CheungpasitpornPublished in: Diagnostics (Basel, Switzerland) (2021)
Our cluster analysis identified clinically distinct phenotypes with differing mortality risks in hospitalized patients with dysmagnesemia. Future studies are required to assess the application of this ML consensus clustering approach to care for hospitalized patients with dysmagnesemia.