Gestational diabetes mellitus (GDM) is closely related to adverse pregnancy outcomes and
other diseases. Early intervention in pregnant women who are at high risk of developing …

Gestational diabetes mellitus (GDM) is one of the risk factors for fetal dysplasia and maternal
pregnancy difficulties. Therefore, the prediction of the risk of GDM in advance has become a …

Background Machine learning has shown to be an effective method for early prediction and
intervention of Gestational diabetes mellitus (GDM), which greatly decreases GDM …

Context Accurate methods for early gestational diabetes mellitus (GDM)(during the first
trimester of pregnancy) prediction in Chinese and other populations are lacking. Objectives …

Gestational diabetes mellitus (GDM) is associated with an increased risk of both short-term
and long-term complications in mothers and infants. However, if lifestyle interventions are …

Diabetes is a long-term disease caused by the human body's inability to make enough
insulin or to use it properly. This is one of the curses of the present world. Although it is not …

Diabetes is currently one of the most common, dangerous, and costly diseases in the world
that is caused by an increase in blood sugar or a decrease in insulin in the body. Diabetes …

Objective To develop the extreme gradient boosting (XG Boost) machine learning (ML)
model for predicting gestational diabetes mellitus (GDM) compared with a model using the …

This study developed a machine learning algorithm to predict gestational diabetes mellitus
(GDM) using retrospective data from 34,387 pregnancies in multi-centers of South Korea …

Gestational diabetes mellitus (GDM) is the most common disease in pregnancy and can
cause a series of maternal and infant complications. A new study shows that GDM affects …