Deep Learning for the Prediction of the Survival of Midline Diffuse Glioma with an H3K27M Alteration

Deep Learning for the Prediction of the Survival of Midline Diffuse Glioma with an H3K27M Alteration

Background: The prognosis of diffuse midline glioma (DMG) patients with H3K27M (H3K27M-DMG) alterations is poor; however, a model that encourages accurate prediction of prognosis for such lesions on an individual basis remains elusive. We aimed to construct an H3K27M-DMG survival model based on Deep...

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Bibliographic Details
Main Authors: Bowen Huang, Tengyun Chen, Yuekang Zhang, Qing Mao, Yan Ju, Yanhui Liu, Xiang Wang, Qiang Li, Yinjie Lei, Yanming Ren
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Brain Sciences
Subjects:
diffuse midline glioma
H3K27M alteration
machine learning
DeepSurv
survival model
Online Access:https://www.mdpi.com/2076-3425/13/10/1483

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