A machine learning approach for personalized breast radiation dosimetry in CT: Integrating radiomics and deep neural networks.

Journal: European journal of radiology
Published Date: Jun 11, 2025

Abstract

PURPOSE: To develop a machine learning-based workflow for patient-specific breast radiation dosimetry in CT.

Authors

  • Eleftherios Tzanis
    Department of Medical Physics, School of Medicine, University of Crete, Heraklion, Greece.
  • John Stratakis
    Medical Physics Department, School of Medicine, University of Crete, Heraklion, Greece.
  • John Damilakis
    Department of Medical Physics, Faculty of Medicine, University of Crete, Greece.

Keywords

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