Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

Authors of this article:

Jinying Chen^{1, 2} ;   John Lalor^{2, 3} ;   Weisong Liu^{2, 4} ;   Emily Druhl² ;   Edgard Granillo^{1, 2} ;   Varsha G Vimalananda^{2, 5} ;   Hong Yu^{2, 3, 4, 6}