The early prediction of gestational diabetes mellitus by machine learning models

• Main Authors: Yeliz Kaya (Author), Zafer Bütün (Author), Özer Çelik (Author), Ece Akça Salik (Author), Tuğba Tahta (Author), Arzu Altun Yavuz (Author)
• Format: Book
• Published: BMC, 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background We aimed to determine the best-performing machine learning (ML)-based algorithm for predicting gestational diabetes mellitus (GDM) with sociodemographic and obstetrics features in the pre-conceptional period. Methods We collected the data of pregnant women who were admitted to th...