Deep learning-based synthetic-CT-free photon dose calculation in MR-guided radiotherapy: A proof-of-concept study

Fan Xiao, Domagoj Radonic, Niklas Wahl, Nikolaos Delopoulos, Adrian Thummerer, Stefanie Corradini, Claus Belka, George Dedes, Christopher Kurz, Guillaume Landry
January 2025
Cite DOI URL
Type
Journal article
Publication
Medical Physics
Deep Learning Dose Calculation LSTM MRI Online MR-Guided Photon Therapy
Fan Xiao
Fan Xiao
Doctoral Student

My PhD project is on AI dose calculation.

Domagoj Radonic
Domagoj Radonic
Doctoral Student

My PhD project is on AI-based markerless tumor tracking.

Nikolaos Delopoulos
Nikolaos Delopoulos
Doctoral Student

My PhD project is on AI-based Synthetic CT in MRgRT.

Adrian Thummerer
Adrian Thummerer
Post Doctoral Researcher

My research interests include AI for imaging and adaptive radiotherapy.

George Dedes
George Dedes
Guest Scientist and Medical Physics Expert Trainee

My research interests at the LMU ART Lab include MC simulation and AI dose calculation.

Christopher Kurz
Christopher Kurz
Group Leader in MR Guided Radiation Therapy

My research interests include MRgRT and CBCT imaging.

Guillaume Landry
Guillaume Landry
Professor of Image Guided Radiation Therapy

My research interests include image guidance and artificial intelligence.