Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Lam M. Lay"'
Publikováno v:
SoftwareX, Vol 19, Iss , Pp 101146- (2022)
We present an open-source artificial intelligence (AI) model that predicts machine parameters at treatment delivery using trajectory files from prior patients. Predictive models for IMRT and VMAT utilized a boosted and bagged tree, respectively, and
Externí odkaz:
https://doaj.org/article/a91be6456e9b478d8e52e56b39deb278
Publikováno v:
Journal of Applied Clinical Medical Physics. 23
We demonstrate a virtual pretreatment patient-specific QA (PSQA) procedure that is capable of quantifying dosimetric effect on patient anatomy for both intensity modulated radiotherapy (IMRT) and volumetric modulated arc therapy (VMAT). A machine lea