Texture analysis- and support vector machine-assisted diffusional kurtosis imaging may allow in vivo gliomas grading and IDH-mutation status prediction: a preliminary study

We sought to investigate, whether texture analysis of diffusional kurtosis imaging (DKI) enhanced by support vector machine (SVM) analysis may provide biomarkers for gliomas staging and detection of the IDH mutation. First-order statistics and texture feature extraction were performed in 37 patients...

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Pubblicato in:Sci Rep
Autori principali: Bisdas, Sotirios, Shen, Haocheng, Thust, Steffi, Katsaros, Vasileios, Stranjalis, George, Boskos, Christos, Brandner, Sebastian, Zhang, Jianguo
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2018
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5904150/
https://ncbi.nlm.nih.gov/pubmed/29666413
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-24438-4
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