Ines Butz

Ines Butz

Post Doctoral Researcher

Department of Radiation Oncology, LMU University Hospital

Ines Butz earned her Master’s degree in Physics from the Swiss Federal Institute of Technology (ETH Zurich) in 2018. After analyzing 3D deformation processes from 2D X-ray videos of car crash experiments at the Fraunhofer Institute for High-Speed Dynamics (Ernst-Mach-Institut) until 2022, she transitioned to medical imaging and surgical tracking as a research assistant at the I-STAR Lab at Johns Hopkins University. During her PhD at the LMU Chair of Medical Physics (2022-2026), she investigated conventional and deep learning-based methods to improve relative stopping power calibration in proton therapy treatment planning using proton radiography. She is currently part of the KI-ROBUST project at the LMU ART Lab, where she develops uncertainty-aware deep learning models for auto-segmentation.

Interests
  • Image-guided Radiotherapy
  • Artificial Intelligence
  • Uncertainty Quantification and Reliability in AI
  • Inverse Problems in Medical Imaging
  • Proton Radiography
Education
  • PhD in Physics, 2026

    LMU Munich

  • MSc in Physics, 2018

    ETH Zurich