A Fully-Automatic Multiparametric Radiomics Model: Towards Reproducible and Prognostic Imaging Signature for Prediction of Overall Survival in Glioblastoma Multiforme

In fully-automatic radiomics model for predicting overall survival (OS) of glioblastoma multiforme (GBM) patients, the effect of image standardization parameters such as voxel size, quantization method and gray level on model reproducibility and prognostic performance are still unclear. In this stud...

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Detalles Bibliográficos
Autores principales: Li, Qihua, Bai, Hongmin, Chen, Yinsheng, Sun, Qiuchang, Liu, Lei, Zhou, Sijie, Wang, Guoliang, Liang, Chaofeng, Li, Zhi-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5662697/
https://www.ncbi.nlm.nih.gov/pubmed/29085044
http://dx.doi.org/10.1038/s41598-017-14753-7

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