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Geometry-encoded deep learning (GeoDL) framework for real-time 3D dose verification for online adaptive radiotherapy

Accurate and efficient dose verification is vital for online adaptive radiotherapy (ART) while the patient is waiting on the treatment couch. Conventional methods are computationally intensive, limiting ART workflow efficiency and quality. A pilot study successfully illustrated the potential of geom...

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Autors principals: Shunyu Yan, Austen Maniscalco, Biling Wang, Hengrui Zhao, Dan Nguyen, Steve Jiang, Chenyang Shen
Format: Artigo
Idioma:Inglês
Publicat: IOP Publishing 2025-01-01
Col·lecció:Machine Learning: Health
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Accés en línia:https://doi.org/10.1088/3049-477X/adcb4b
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