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Machine Learning-based Texture Analysis of Contrast-enhanced MR Imaging to Differentiate between Glioblastoma and Primary Central Nervous System Lymphoma

PURPOSE: Although advanced MRI techniques are increasingly available, imaging differentiation between glioblastoma and primary central nervous system lymphoma (PCNSL) is sometimes confusing. We aimed to evaluate the performance of image classification by support vector machine, a method of tradition...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Magn Reson Med Sci
Main Authors: Kunimatsu, Akira, Kunimatsu, Natsuko, Yasaka, Koichiro, Akai, Hiroyuki, Kamiya, Kouhei, Watadani, Takeyuki, Mori, Harushi, Abe, Osamu
פורמט: Artigo
שפה:Inglês
יצא לאור: Japanese Society for Magnetic Resonance in Medicine 2018
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC6326763/
https://ncbi.nlm.nih.gov/pubmed/29769456
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2017-0178
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