Detail

Keywords

Artificial Intelligence; Medical Physics; Radiation Oncology

Research group(s)

• Medical Radiation Research
  Head: Dietmar Georg
  Research Area: The vision of our group is the optimization of the treatment outcome of radiation oncology, alone or in combination with established chemotherapy or novel targeted strategies of drug treatment, with conventional photon or innovative ion-beams.
  Members:
  Wolfgang Lechner
  Sylvia Gruber
  Stefan Ecker
  Hermann Fuchs
  Elisabeth S. Gruber
  Petra Trnkova
  Nicole Nesvacil
  Barbara Knäusl
  Andreas Renner
  Gerd Heilemann
  Peter Kuess
  Lorenz Langgartner
  Dietmar Georg

Selected publications

1. Heilemann, G. et al. (2023) ‘On the sensitivity of PROMs during breast radiotherapy’, Clinical and Translational Radiation Oncology, 39, p. 100572. Available at: http://dx.doi.org/10.1016/j.ctro.2022.100572.
2. 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: http://dx.doi.org/10.1016/j.zemedi.2021.11.006.
3. Zimmermann, L. et al. (2021) ‘Technical Note: Dose prediction for radiation therapy using feature‐based losses and One Cycle Learning’, Medical Physics, 48(9), pp. 5562–5566. Available at: http://dx.doi.org/10.1002/mp.14774.
4. Heilemann, G. et al. (2017) ‘Treatment plan optimization and robustness of 106Ru eye plaque brachytherapy using a novel software tool’, Radiotherapy and Oncology, 123(1), pp. 119–124. Available at: http://dx.doi.org/10.1016/j.radonc.2017.01.010.
5. Heilemann, G., Poppe, B. and Laub, W. (2013) ‘On the sensitivity of common gamma-index evaluation methods to MLC misalignments in Rapidarc quality assurance’, Medical Physics, 40(3), p. 031702. Available at: http://dx.doi.org/10.1118/1.4789580.