Sökning: "Stephanie Bol"

Hittade 1 uppsats innehållade orden Stephanie Bol.

  1. 1. The use of Machine Learning to predict adverse birth outcomes: Empirical real world evidence from a human cohort study in Adama, Ethiopia

    Master-uppsats, Lunds universitet/Avdelningen för Biomedicinsk teknik

    Författare :Stephanie Bol; [2023]
    Nyckelord :Machine Learning; Adverse birth outcomes; Stillbirth; Neonatal death; Adama; Ethiopia; Oversampling; Undersampling; Random Forest; Technology and Engineering;

    Sammanfattning : Since Ethiopia has a high number of recorded adverse birth outcomes, the city of Adama was subjected to a study (Flanagan et al., 2022) that gathered data from 2085 pregnancies. This thesis utilizes that data to investigate the usage of machine learning in environmental epidemiology. LÄS MER