Sökning: "Mehdi Foroozandeh"

Hittade 1 uppsats innehållade orden Mehdi Foroozandeh.

  1. 1. GAN-Based Synthesis of Brain Tumor Segmentation Data : Augmenting a dataset by generating artificial images

    Master-uppsats, Linköpings universitet/Institutionen för medicinsk teknik

    Författare :Mehdi Foroozandeh; [2020]
    Nyckelord :generative adversarial networks; deep learning; machine learning; image segmentation; image synthesis; image processing; computer vision; medical imaging; medical image segmentation; medical image processing;

    Sammanfattning : Machine learning applications within medical imaging often suffer from a lack of data, as a consequence of restrictions that hinder the free distribution of patient information. In this project, GANs (generative adversarial networks) are used to generate data synthetically, in an effort to circumvent this issue. LÄS MER