Radiomic Features From Multi-Parameter MRI Combined With Clinical Parameters Predict Molecular Subgroups in Patients With Medulloblastoma

The 2016 WHO classification of central nervous system tumors has included four molecular subgroups under medulloblastoma (MB) as sonic hedgehog (SHH), wingless (WNT), Grade 3, and Group 4. We aimed to develop machine learning models for predicting MB molecular subgroups based on multi-parameter magn...

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Detalles Bibliográficos
Autores principales: Yan, Jing, Liu, Lei, Wang, Weiwei, Zhao, Yuanshen, Li, Kay Ka-Wai, Li, Ke, Wang, Li, Yuan, Binke, Geng, Haiyang, Zhang, Shenghai, Liu, Zhen, Duan, Wenchao, Zhan, Yunbo, Pei, Dongling, Zhao, Haibiao, Sun, Tao, Sun, Chen, Wang, Wenqing, Hong, Xuanke, Wang, Xiangxiang, Guo, Yu, Li, Wencai, Cheng, Jingliang, Liu, Xianzhi, Ng, Ho-Keung, Li, Zhicheng, Zhang, Zhenyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566191/
https://www.ncbi.nlm.nih.gov/pubmed/33117690
http://dx.doi.org/10.3389/fonc.2020.558162

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