Technical note: Evaluation of deep learning based synthetic CTs clinical readiness for dose and NTCP driven head and neck adaptive proton therapy.

Rutger J C de Koster Adrian ThummererDaniel ScandurraJohannes A LangendijkStefan Both

Published in: Medical physics (2023)

Target doses showed high similarity between rCTs and sCTs. Further investigations are required to identify the origin of the dose differences at OAR levels and its relevance in clinical decision making.

Keyphrases

deep learning
decision making
machine learning
artificial intelligence
convolutional neural network