Meningioma grading using conventional MRI histogram analysis based on 3D tumor measurement
نویسندگان
چکیده
منابع مشابه
Optimizing a machine learning based glioma grading system using multi-parametric MRI histogram and texture features
Current machine learning techniques provide the opportunity to develop noninvasive and automated glioma grading tools, by utilizing quantitative parameters derived from multi-modal magnetic resonance imaging (MRI) data. However, the efficacies of different machine learning methods in glioma grading have not been investigated.A comprehensive comparison of varied machine learning methods in diffe...
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The purpose was to compare capability of fluorine-18 fluorodeoxyglucose (FDG)-PET and thallium-201 (Tl)-SPECT for grading meningioma. This retrospective study was conducted as a case-control study under approval by the institutional review board. In the hospital information system, 67 patients (22 men and 45 women) who had both FDG-PET and Tl-SPECT preoperative examinations were found with hist...
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ژورنال
عنوان ژورنال: European Journal of Radiology
سال: 2019
ISSN: 0720-048X
DOI: 10.1016/j.ejrad.2018.11.016