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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
Publicado en:Sci Rep
Main Authors: Li, Qihua, Bai, Hongmin, Chen, Yinsheng, Sun, Qiuchang, Liu, Lei, Zhou, Sijie, Wang, Guoliang, Liang, Chaofeng, Li, Zhi-Cheng
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2017
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5662697/
https://ncbi.nlm.nih.gov/pubmed/29085044
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-14753-7
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