Dose Prediction Using a Three-Dimensional Convolutional Neural Network for Nasopharyngeal Carcinoma With Tomotherapy

Dose Prediction Using a Three-Dimensional Convolutional Neural Network for Nasopharyngeal Carcinoma With Tomotherapy

PurposeThis study focused on predicting 3D dose distribution at high precision and generated the prediction methods for nasopharyngeal carcinoma patients (NPC) treated with Tomotherapy based on the patient-specific gap between organs at risk (OARs) and planning target volumes (PTVs).MethodsA convolu...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Yaoying Liu, Zhaocai Chen, Jinyuan Wang, Xiaoshen Wang, Baolin Qu, Lin Ma, Wei Zhao, Gaolong Zhang, Shouping Xu
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
Materias:
dose prediction
deep learning
Tomotherapy
nasopharyngeal carcinoma
radiotherapy plan
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
RC254-282
Acceso en línea:https://doaj.org/article/925c0598303342d7baadf347b825541e
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Internet

https://doaj.org/article/925c0598303342d7baadf347b825541e

Ejemplares similares