A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf
.
Machine Learning-Based Risk Stratification for Gestational Diabetes Management
2022
Sensors
Gestational diabetes mellitus (GDM) is often diagnosed during the last trimester of pregnancy, leaving only a short timeframe for intervention. However, appropriate assessment, management, and treatment have been shown to reduce the complications of GDM. This study introduces a machine learning-based stratification system for identifying patients at risk of exhibiting high blood glucose levels, based on daily blood glucose measurements and electronic health record (EHR) data from GDM patients.
doi:10.3390/s22134805
pmid:35808300
pmcid:PMC9268930
fatcat:qvzd35xoong3vkktw63dajwvdq