DAART: a deep learning platform for deeply accelerated adaptive radiation therapy for lung cancer.

Hamed Hooshangnejad,Quan Chen,Xue Feng,Rui Zhang,Reza Farjam,Khinh Ranh Voong,Russell K Hales, Yong Du,Xun Jia,Kai Ding

Frontiers in oncology（2023）

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摘要

DAART reduces the common online ART (ART) treatment course by at least two weeks, resulting in a 50% shorter time to treatment to lower the chance of restaging and loss of local control.

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关键词

deep learning, machine learning, image synthesis, adaptive radiation therapy (ART), artificial intelligence, non small cell lung cancer (NSCLC)

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