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AI in RT Focus Group

Chair: 

Stine Korreman, Medical Physicist, Aarhus University (DK)

Core Experts:

Coen Hurkmans, Medical Physicist, Catharina Ziekenhuis (NL)

Jean-Emmanuel Bibault, Radiation Oncologist, Hôpital européen Georges-Pompidou  (FR)

Jennifer Dhont, Data Scientist, Hôpital Universitaire de Bruxelles - Institut Jules Bordet  (BE)

Peter van Ooijen, Computer Scientist, University Medical Center Groningen (NL)

Full Members:

Wouter van Elmpt, Physicist, Maastro (NL)

Mark Gooding, Honorary Senior Research Fellow, University of Manchester (UK)

Chuck Mayo, Medical Physicist, University of Michigan (US)

Issam EL-Naqa, Medical Physicist, Moffitt Cancer Center (US)

Wouter Crijns, Medical Physicist, UZLeuven - KU Leuven (BE)

Marco Fusella, Medical Physicist, Policlinico Abano Terme, Abano Terme (PD) (IT)

Federico Mastroleo, Radiation Oncologist, IEO - European Institute of Oncology (IT)

Janita van Timmeren, Medical Physicist in training, Radboud UMC (NL)

Konrad Stawiski, Radiation Oncologist, Copernicus Memorial Hospital/Medical University of Lodz (PL)

Ana Maria Barragan Montero, Researcher Medical Physics and AI, Catholic University of Louvain (BE)

Theresa O' Donovan, RTT, University College Cork (IE)

Eliana Vásquez Osorio, Computer Scientist, University of Manchester (UK)

General topics

  • State-of-the-art reviews on auto-segmentation, dose-prediction/planning and radiomics and prediction models.
  • Use of large language models and natural language processing in RT
  • Bridge to computer vision/data science groups/communities
  • Webinar(s) on applied AI
  • Investigation of funding applications for networking
  • ESTRO course
     

Activities resulting from the ESTRO Physics workshop 2023: AI for the fully automated RT chain

  • Report on the (first) full automation challenge
  • Creation of a model fact sheet, i.e. what should be declared?
  • Development of a risk analysis consensus, i.e. template for risk analysis
  • Role of the auto-pilot, learning from other fields
  • Continuation of full automation challenge
     

Activities resulting from the ESTRO Physics workshop 2022: AI for MR-guided RT

  • Vision paper on real-time motion management in MRI-guided RT
  • Organization of a real-time target localization challenge on 2D cine MRI
  • State-of-the-art review on synthetic CT development and clinical implementation