Ralf Raumanns

PhD Fellow

References

  1. hints_faimi.png
    Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning
    Ralf Raumanns, Gerard Schouten , Josien PW Pluim , and Veronika Cheplygina
    arXiv preprint arXiv:2407.17543, 2024
    URL
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    ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification
    Ralf Raumanns, Gerard Schouten , Max Joosten , Josien PW Pluim , and Veronika Cheplygina
    MELBA (Machine Learning for Biomedical Imaging), 2021
    URL
  3. Risk of Training Diagnostic Algorithms on Data with Demographic Bias
    Samaneh Abbasi-Sureshjani , Ralf Raumanns, Britt EJ Michels , Gerard Schouten , and Veronika Cheplygina
    In Interpretable and Annotation-Efficient Learning for Medical Image Computing (MICCAI LABELS) , 2020
    URL