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Gerd Heilemann
Gerd Heilemann, PhD

Department of Radiation Oncology
Position: Research Associate (Postdoc)

ORCID: 0000-0002-7461-3956
T +43 1 40400 72710

Further Information


Artificial Intelligence; Medical Physics; Radiation Oncology

Research group(s)

Selected publications

  1. Heilemann, G. et al. (2023) ‘Generating deliverable DICOM RT treatment plans for prostate VMAT by predicting MLC motion sequences with an encoder‐decoder network’, Medical Physics [Preprint]. Available at:
  2. Ecker, S. et al. (2023) ‘EviGUIDE - a tool for evidence-based decision making in image-guided adaptive brachytherapy for cervical cancer’, Radiotherapy and Oncology, 186, p. 109748. Available at:
  3. Heilemann, G. et al. (2023) ‘On the sensitivity of PROMs during breast radiotherapy’, Clinical and Translational Radiation Oncology, 39, p. 100572. Available at:
  4. Heilemann, G. et al. (2023) ‘Increasing Quality and Efficiency of the Radiotherapy Treatment Planning Process by Constructing and Implementing a Workflow-Monitoring Application’, JCO Clinical Cancer Informatics [Preprint], (7). Available at:
  5. Heilemann, G. et al. (2022) ‘Can Generative Adversarial Networks help to overcome the limited data problem in segmentation?’, Zeitschrift für Medizinische Physik, 32(3), pp. 361–368. Available at: