Qualitative and Quantitative MRI Analysis in IDH1 Genotype Prediction of Lower-Grade Gliomas: A Machine Learning Approach.

Purpose. Preoperative prediction of isocitrate dehydrogenase 1 (IDH1) mutation in lower-grade gliomas (LGGs) is crucial for clinical decision-making. This study aimed to examine the predictive value of a machine learning approach using qualitative and quantitative MRI features to identify the IDH1 m...

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Detalles Bibliográficos
Publicado en:BioMed Research International pp. 1 - 11
Autores principales: Cao, Mengqiu, Suo, Shiteng, Zhang, Xiao, Wang, Xiaoqing, Xu, Jianrong, Yang, Wei, Zhou, Yan
Formato: diagnostic images research tables/charts Journal Article
Publicado: Wiley-Blackwell 1/23/2021
Acceso en línea:Ver este registro en EBSCOhost