Deep learning-based detection and identification of brain tumor biomarkers in quantitative MR-images

Deep learning-based detection and identification of brain tumor biomarkers in quantitative MR-images

The infiltrative nature of malignant gliomas results in active tumor spreading into the peritumoral edema, which is not visible in conventional magnetic resonance imaging (cMRI) even after contrast injection. MR relaxometry (qMRI) measures relaxation rates dependent on tissue properties and can offe...

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Bibliographic Details
Main Authors: Iulian Emil Tampu, Neda Haj-Hosseini, Ida Blystad, Anders Eklund
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
quantitative MRI
brain tumor
deep learning
model explainability
Online Access:https://doi.org/10.1088/2632-2153/acf095

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