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1. 1. Early Stratification of Gestational Diabetes Mellitus (GDM) by building and evaluating machine learning models

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Vibhor Sharma; [2020]
   Keywords : GDM; machine learning algorithms; binary classification; treebased models; XGBoost; performance metrics;

   Abstract : Gestational diabetes Mellitus (GDM), a condition involving abnormal levels of glucose in the blood plasma has seen a rapid surge amongst the gestating mothers belonging to different regions and ethnicities around the world. Cur- rent method of screening and diagnosing GDM is restricted to Oral Glucose Tolerance Test (OGTT). READ MORE