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  1. Article

    Open Access

    International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

    Given the growing number of prediction algorithms developed to predict COVID-19 mortality, we evaluated the transportability of a mortality prediction algorithm using a multi-national network of healthcare sys...

    Griffin M. Weber, Chuan Hong, Zongqi **a, Nathan P. Palmer in npj Digital Medicine (2022)

  2. Article

    Open Access

    Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data

    The increasing availability of electronic health record (EHR) systems has created enormous potential for translational research. However, it is difficult to know all the relevant codes related to a phenotype d...

    Chuan Hong, Everett Rush, Molei Liu, Doudou Zhou, Jiehuan Sun in npj Digital Medicine (2021)