A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

Treatment planning for prostate volumetric modulated arc therapy (VMAT) can take 5–30 min per plan to optimize and calculate, limiting the number of plan options that can be explored before the final plan decision. Inspired by the speed and accuracy of modern machine learning models, such as residua...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Front Artif Intell
Egile Nagusiak: Jensen, P. James, Zhang, Jiahan, Koontz, Bridget F., Wu, Q. Jackie
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Frontiers Media S.A. 2021
Gaiak:
Artificial Intelligence
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC8103207/
https://ncbi.nlm.nih.gov/pubmed/33969289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frai.2021.624038
Etiketak: Etiketa erantsi
Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!

Antzeko izenburuak