Vienna, Austria

ESTRO 2023

Session Item

Sunday
May 14
15:15 - 16:30
Strauss 1
AI for (online?) IGRT
Wouter van Elmpt, The Netherlands;
Yujing Zou, Canada
2400
Symposium
Physics
15:30 - 15:45
AI-based image synthesis
Matteo Maspero, The Netherlands
SP-0538

Abstract

AI-based image synthesis
Authors:

Matteo Maspero1

1UMC Utrecht, Radiotherapy, Utrecht, The Netherlands

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Abstract Text

Medical imaging's impact on oncological patients' diagnosis and therapy has grown significantly over the last decades. Especially in RT, imaging plays a crucial role in the entire workflow, from treatment simulation to patient positioning and monitoring.

In the last decade, synthesizing images inter or intra-modality has raised increasing interest, especially when based on artificial intelligence algorithms. Image synthesis generally aims at maintaining image quality or enabling treatment to reduce the number of images that need to be acquired.

This talk will review the primary application for radiotherapy, covering, among others, MRI-only radiotherapy and CBCT-based adaptive RT, providing an overview of the main approaches adopted.

Finally, the SynthRAD2023 Grand Challenge (https://synthrad2023.grand-challenge.org) will be announced and briefly presented.