Domain Mapping and Deep Learning from Multiple MRI Clinical Datasets for Prediction of Molecular Subtypes in Low Grade Gliomas

Domain Mapping and Deep Learning from Multiple MRI Clinical Datasets for Prediction of Molecular Subtypes in Low Grade Gliomas

Brain tumors, such as low grade gliomas (LGG), are molecularly classified which require the surgical collection of tissue samples. The pre-surgical or non-operative identification of LGG molecular type could improve patient counseling and treatment decisions. However, radiographic approaches to LGG...

Full description

Bibliographic Details
Main Authors: Muhaddisa Barat Ali, Irene Yu-Hua Gu, Mitchel S. Berger, Johan Pallud, Derek Southwell, Georg Widhalm, Alexandre Roux, Tomás Gomez Vecchio, Asgeir Store Jakola
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Brain Sciences
Subjects:
CycleGAN
1p/19q codeletion
IDH genotype
domain mapping
brain tumor
deep learning
Online Access:https://www.mdpi.com/2076-3425/10/7/463

Internet

https://www.mdpi.com/2076-3425/10/7/463

Similar Items