Development of AI-driven prediction models to realize real-time tumor tracking during radiotherapy.

Dejun ZhouMitsuhiro NakamuraNobutaka MukumotoHiroaki TanabeYusuke IizukaMichio YoshimuraMasaki KokuboYukinori MatsuoTakashi Mizowaki

Published in: Radiation oncology (London, England) (2022)

The proposed AI-driven prediction models outperformed the regression prediction model, and the overall performance of the CNN model was slightly better than that of the ANFIS model on the evaluation dataset.

Keyphrases

artificial intelligence
early stage
radiation therapy
machine learning
radiation induced
convolutional neural network