Prediction of blood supply in vestibular schwannomas using radiomics machine learning classifiers

Abstract This study attempts to explore the radiomics-based features of multi-parametric magnetic resonance imaging (MRI) and construct a machine-learning model to predict the blood supply in vestibular schwannoma preoperatively. By retrospectively collecting the preoperative MRI data of patients wi...

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Bibliographic Details
Main Authors: Dixiang Song, Yixuan Zhai, Xiaogang Tao, Chao Zhao, Minkai Wang, Xinting Wei
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97865-5