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A Deep Learning-Based Radiomics Model for Prediction of Survival in Glioblastoma Multiforme

Traditional radiomics models mainly rely on explicitly-designed handcrafted features from medical images. This paper aimed to investigate if deep features extracted via transfer learning can generate radiomics signatures for prediction of overall survival (OS) in patients with Glioblastoma Multiform...

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Vydáno v:Sci Rep
Hlavní autoři: Lao, Jiangwei, Chen, Yinsheng, Li, Zhi-Cheng, Li, Qihua, Zhang, Ji, Liu, Jing, Zhai, Guangtao
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5583361/
https://ncbi.nlm.nih.gov/pubmed/28871110
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-10649-8
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