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Maria Raedler

Maria Raedler

Former Doctoral Student

Currently R&D Scientist at Hitachi Energy

Maria Kawula obtained her MSc in physics from the LMU Munich, specializing in medical physics. From 2020 to 2024 she was a PhD student at the Department of Radiation Oncology at the LMU University Hospital, working in the field of MR-guided radiation therapy. In 2023 she won the Young Investigator Competition at the Annual Meeting of the DGMP.

Interests
  • Artificial Intelligence
  • MRgRT
  • Patient specific segmentation
Education
  • MSc in Physics, 2019

    LMU Munich

Latest

  • Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models
  • Impact of daily plan adaptation on accumulated doses in ultra-hypofractionated magnetic resonance-guided radiation therapy of prostate cancer
  • Personalized deep learning auto-segmentation models for adaptive fractionated magnetic resonance-guided radiation therapy of the abdomen
  • Deep learning based automatic segmentation of organs-at-risk for 0.35 T MRgRT of lung tumors
  • Prior knowledge based deep learning auto-segmentation in magnetic resonance imaging-guided radiotherapy of prostate cancer
  • ScatterNet for projection-based 4D cone-beam CT intensity correction of lung cancer patients
  • Assessment of intrafractional prostate motion and its dosimetric impact in MRI-guided online adaptive radiotherapy with gating
  • Dosimetric impact of deep learning-based CT auto-segmentation on radiation therapy treatment planning for prostate cancer

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