Evaluating machine learning enhanced intelligent‐optimization‐engine (IOE) performance for ethos head‐and‐neck (HN) plan generation

PURPOSE: Varian Ethos utilizes novel intelligent‐optimization‐engine (IOE) designed to automate the planning. However, this introduced a black box approach to plan optimization and challenge for planners to improve plan quality. This study aims to evaluate machine‐learning‐guided initial reference p...

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Detalles Bibliográficos
Autores principales: Visak, Justin, Inam, Enobong, Meng, Boyu, Wang, Siqiu, Parsons, David, Nyugen, Dan, Zhang, Tingliang, Moon, Dominic, Avkshtol, Vladimir, Jiang, Steve, Sher, David, Lin, Mu‐Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Radiation Oncology Physics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338805/
https://www.ncbi.nlm.nih.gov/pubmed/36877668
http://dx.doi.org/10.1002/acm2.13950

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338805/
https://www.ncbi.nlm.nih.gov/pubmed/36877668
http://dx.doi.org/10.1002/acm2.13950

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