A contrast augmentation approach to improve multi-scanner generalization in mri

HIGHLIGHTS

  • who: Maria Ines Meyer from the Department of Health Technology, Technical University of Denmark, Lyngby, Denmark, Icometrix, Leuven, Belgium have published the Article: A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRI, in the Journal: (JOURNAL)
  • what: The authors propose a novel intensity-based DA strategy with the main goal of reducing the scanner bias of models trained on data with low protocol-, scanner- or centervariability. The authors investigate the effect of the presence of bias field on the training images. To validate the GMM-DA method, the authors investigate the added value . . .

     

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