Combining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning

Combining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning

The WHO classification since 2016 confirms the importance of integrating molecular diagnosis for prognosis and treatment decisions of adult-type diffuse gliomas. This motivates the development of non-invasive diagnostic methods, in particular MRI, to predict molecular subtypes of gliomas before surg...

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Bibliographic Details
Main Authors: Golestan Karami, Riccardo Pascuzzo, Matteo Figini, Cosimo Del Gratta, Hui Zhang, Alberto Bizzi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Cancers
Subjects:
adult-type gliomas
multi-shell diffusion MRI
molecular subtypes
IDH-mutation
1p/19q codeletion
deep learning
Online Access:https://www.mdpi.com/2072-6694/15/2/482

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