Scientific session
Artificial intelligence in medical physics: Implementing AI solutions in daily healthcare

Programm

• 16:30 – 17:00 25 Min. 5 Min.

  • Keynote
  • SC14.01

  Implementing AI solutions in daily healthcare

  • Dr. Kicky van Leeuwen (Utrecht / NL)
• 17:00 – 17:10 8 Min. 2 Min.

  • Abstract talk
  • SC14.02

  Targeted patient-specific quality assurance supported by machine learning and lean six sigma for volumetric modulated arc therapy plans

  • Nicola Lambri (Milan / IT)

   Artificial intelligence, Clinical radiotherapy
• 17:10 – 17:20 8 Min. 2 Min.

  • Abstract talk
  • SC14.03

  Proximal policy optimization empowered approach for automatic treatment planning in lung cancer radiotherapy

  • Yongheng Yan (Hangzhou / CN)

   Artificial intelligence, Clinical radiotherapy
• 17:20 – 17:30 8 Min. 2 Min.

  • Abstract talk
  • SC14.04

  Isodose-constrained automatic treatment planning with multicriteria rating based on physical evaluation of predicted dose for nasopharyngeal cancer

  • Zihan Sun (Hangzhou / CN)

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

  • Abstract talk
  • SC14.05

  Bayesian uncertainty estimation in CycleGAN-based CT style transfer

  • Mark Arndt (Heidelberg / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 17:40 – 17:50 8 Min. 2 Min.

  • Abstract talk
  • SC14.06

  Autonomous treatment planning without a treatment planning system

  • Dr. Gerd Heilemann (Vienna / AT)

   Artificial intelligence, Clinical radiotherapy
• 17:50 – 18:00 8 Min. 2 Min.

  • Abstract talk
  • SC14.07

  Differentiable optimization of electron FLASH radiotherapy treatment plans with deep learning and backpropagation

  • Lorenzo Arsini (Rome / IT)

   Artificial intelligence, Clinical radiotherapy