Feasibility study of deep learning-based markerless real-time lung tumor tracking with orthogonal X-ray projection images.

Dejun ZhouMitsuhiro NakamuraNobutaka MukumotoYukinori MatsuoTakashi Mizowaki

Published in: Journal of applied clinical medical physics (2022)

The evaluation results and calculation efficiency show the proposed deep learning-based markerless RTTT method may be feasible for patients with lung cancer.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
high resolution
dual energy
image quality
magnetic resonance imaging
computed tomography
magnetic resonance