Multiparametric MRI Features Predict the SYP Gene Expression in Low-Grade Glioma Patients: A Machine Learning-Based Radiomics Analysis

PURPOSE: Synaptophysin (SYP) gene expression levels correlate with the survival rate of glioma patients. This study aimed to explore the feasibility of applying a multiparametric magnetic resonance imaging (MRI) radiomics model composed of a convolutional neural network to predict the SYP gene expre...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Oncol
Prif Awduron: Xiao, Zheng, Yao, Shun, Wang, Zong-ming, Zhu, Di-min, Bie, Ya-nan, Zhang, Shi-zhong, Chen, Wen-li
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2021
Pynciau:
Oncology
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8202412/
https://ncbi.nlm.nih.gov/pubmed/34136394
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2021.663451
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