Predicting MGMT Promoter Methylation in Diffuse Gliomas Using Deep Learning with Radiomics

Predicting MGMT Promoter Methylation in Diffuse Gliomas Using Deep Learning with Radiomics

This study aimed to investigate the feasibility of predicting oxygen 6-methylguanine-DNA methyltransferase (MGMT) promoter methylation in diffuse gliomas by developing a deep learning approach using MRI radiomics. A total of 111 patients with diffuse gliomas participated in the retrospective study (...

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Bibliographic Details
Main Authors: Sixuan Chen, Yue Xu, Meiping Ye, Yang Li, Yu Sun, Jiawei Liang, Jiaming Lu, Zhengge Wang, Zhengyang Zhu, Xin Zhang, Bing Zhang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Journal of Clinical Medicine
Subjects:
MGMT promoter methylation
glioma
deep learning
radiomic
Online Access:https://www.mdpi.com/2077-0383/11/12/3445

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