Machine learning models for nocturnal hypoglycemia prediction in hospitalized patients with type 1 diabetes

HIGHLIGHTS

  • who: Vladimir B. Berikov and collaborators from the Laboratory of Endocrinology, Research Institute of Clinical and Experimental Lymphology-Branch of the have published the paper: Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes, in the Journal: (JOURNAL) of 31/07/2022
  • what: The authors aimed to generate machine learning (ML)-based models for short-term NH prediction in hospitalized patients with type 1 diabetes (T1D). The models were trained on continuous glucose monitoring (CGM) data obtained from 406 adult patients admitted to a tertiary referral hospital. In general, all . . .

     

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