Sökning: "Oliver Andlid"

Hittade 1 uppsats innehållade orden Oliver Andlid.

  1. 1. Combining Register Data and X-Ray Images for a Precision Medicine Prediction Model of Thigh Bone Fractures

    Master-uppsats, Linköpings universitet/Institutionen för medicinsk teknik

    Författare :Alva Nilsson; Oliver Andlid; [2022]
    Nyckelord :AI; Machine Learning; Fusion; Classification; X-Ray Images; Register Data; EHR; Femoral Fractures; AFF; NFF; Transfer Learning;

    Sammanfattning : The purpose of this master thesis was to investigate if using both X-ray images and patient's register data could increase the performance of a neural network in discrimination of two types of fractures in the thigh bone, called atypical femoral fractures (AFF) and normal femoral fractures (NFF). We also examined and evaluated how the fusion of the two data types could be done and how different types of fusion affect the performance. LÄS MER