MRI-based Radiomics for Prognosis of Pediatric Diffuse Intrinsic Pontine Glioma: An International Study

Neuro-oncology advances(2021)

引用 18|浏览10
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摘要
In this international study, we demonstrate the use of radiomic signatures to create a machine learning model for DIPG prognostication. Standardized, quantitative approaches that objectively measure DIPG changes, including computational MRI evaluation, could offer new approaches to assessing tumor phenotype and serve a future role for optimizing clinical trial eligibility and tumor surveillance.
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关键词
H3K27M-mutant,diffuse intrinsic pontine gliomas,diffuse midline glioma,machine learning,magnetic resonance imaging,radiomics
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