Pseudo-siamese network combined with dosimetric and clinical factors, radiomics features, CT images and 3D dose distribution for the prediction of radiation pneumonitis: A feasibility study

PURPOSE: Radiation pneumonitis (RP)(grade ≥ 2) can have a considerable impact on patient quality-of life. In previous studies, the traditional method commonly used radiomics and clinical factors for RP prediction. This study aims to develop and evaluate a novel pseudo-siamese network (PSN) to assist...

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Detalles Bibliográficos
Autores principales: Feng, Bin, Zhou, Wei, Yang, Xin, Luo, Huanli, Zhang, Xin, Yang, Dingyi, Tao, Dan, Wu, Yongzhong, Jin, Fu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9720487/
https://www.ncbi.nlm.nih.gov/pubmed/36479235
http://dx.doi.org/10.1016/j.ctro.2022.11.011

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