Prediction of malignant glioma grades using contrast-enhanced T1-weighted and T2-weighted magnetic resonance images based on a radiomic analysis

We conducted a feasibility study to predict malignant glioma grades via radiomic analysis using contrast-enhanced T1-weighted magnetic resonance images (CE-T1WIs) and T2-weighted magnetic resonance images (T2WIs). We proposed a framework and applied it to CE-T1WIs and T2WIs (with tumor region data)...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Nakamoto, Takahiro, Takahashi, Wataru, Haga, Akihiro, Takahashi, Satoshi, Kiryu, Shigeru, Nawa, Kanabu, Ohta, Takeshi, Ozaki, Sho, Nozawa, Yuki, Tanaka, Shota, Mukasa, Akitake, Nakagawa, Keiichi
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6923390/
https://ncbi.nlm.nih.gov/pubmed/31857632
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-55922-0
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