Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy

• Main Authors: Cubillos, Gabriel, Monckeberg, Max, Plaza, Alejandra, Morgan, Maria, Estevez, Pablo A, Choolani, Mahesh, Kemp, Matthew W, Illanes, Sebastian E, Perez, Claudio A
• Other Authors: OBSTETRICS & GYNAECOLOGY
• Format: Article
• Language: English
• Published: BMC 2023
• Subjects: Science & Technology; Life Sciences & Biomedicine; Obstetrics & Gynecology; Gestational diabetes mellitus (GDM); GDM risk prediction; Machine learning models; Data augmentation; Widely available variables; INTERNATIONAL ASSOCIATION; MELLITUS; CLASSIFICATION; HYPERGLYCEMIA; ALGORITHM; GLUCOSE; TERM
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/246505
• Institution: National University of Singapore

10.1186/s12884-023-05766-4