The Diagnostic Value of Radiomics-Based Machine Learning in Predicting the Grade of Meningiomas Using Conventional Magnetic Resonance Imaging: A Preliminary Study

Objective: The purpose of the current study is to investigate whether texture analysis-based machine learning algorithms could help devise a non-invasive imaging biomarker for accurate classification of meningiomas using machine learning algorithms. Method: The study cohort was established from the...

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Vydáno v:Front Oncol
Hlavní autoři: Chen, Chaoyue, Guo, Xinyi, Wang, Jian, Guo, Wen, Ma, Xuelei, Xu, Jianguo
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2019
Témata:
Oncology
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6908490/
https://ncbi.nlm.nih.gov/pubmed/31867272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2019.01338
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