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

Conclusions: Despite the challenge of data imbalance, HypoDetect achieved promising results for the task of detecting hypoglycemia incidents from secure messages. The system has a great potential to facilitate early detection and treatment of hypoglycemia.

Source: Journal of Medical Internet Research - March 10, 2019 Category: General Medicine Authors: Jinying Chen John Lalor Weisong Liu Emily Druhl Edgard Granillo Varsha G Vimalananda Hong Yu Source Type: research