Scientific session
Artificial intelligence in medical physics: AI in imaging

Programme

• 16:30 – 17:00 25 Min. 5 Min.

  • Keynote
  • SC29.01

  AI in CT imaging: Getting ready and tips for researchers

  • Prof. Dr. Marc Kachelrieß (Heidelberg / DE)
• 17:00 – 17:10 8 Min. 2 Min.

  • Abstract talk
  • SC29.02

  Uncertainty estimation for AI-based dose modelling in MR-guided radiotherapy using ensemble learning and Monte Carlo dropout

  • Tabea Eberhardt (Tübingen / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 17:10 – 17:20 8 Min. 2 Min.

  • Abstract talk
  • SC29.03

  Automatic AI-based segmentation of liver metastases and organs-at-risk for MR-guided radiotherapy

  • Ivan Coric (Stuttgart / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 17:20 – 17:30 8 Min. 2 Min.

  • Abstract talk
  • SC29.05

  Cone-beam CT dose reduction through projection and image-based deep learning super-resolution

  • Dr. Adrian Thummerer (Munich / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 17:30 – 17:40 8 Min. 2 Min.

  • Abstract talk
  • SC29.06

  From 3D angiography to subtraction angiography using a GAN

  • Eric Einspänner (Magdeburg / DE)

   Artificial intelligence, Diagnostic and interventional radiology
• 17:40 – 17:50 8 Min. 2 Min.

  • Abstract talk
  • SC29.07

  AI-based prompt gamma prediction

  • Fan Xiao (Munich / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging