Organ-contour-driven auto-matching algorithm in image-guided radiotherapy.

Yukako KishigamiMitsuhiro NakamuraHiroyuki OkamotoAyaka TakahashiHiraku IraminaMakoto SasakiKohei KawataHiroshi Igaki

Published in: Journal of applied clinical medical physics (2023)

This algorithm facilitates quantitative positioning by utilizing a cost function that prioritizes organs for positioning. Consequently, consistent displacement values were algorithmically generated. This study also revealed that the impact of rotational corrections, limited to ±3°, on PTV coverage was minimal.

Keyphrases

machine learning
deep learning
early stage
radiation therapy
single cell
neural network
radiation induced
health insurance