Explainable hybrid vision transformers and convolutional network for multimodal glioma segmentation in brain MRI

Abstract Accurate localization of gliomas, the most common malignant primary brain cancer, and its different sub-region from multimodal magnetic resonance imaging (MRI) volumes are highly important for interventional procedures. Recently, deep learning models have been applied widely to assist autom...

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Bibliographic Details
Main Authors: Ramy A. Zeineldin, Mohamed E. Karar, Ziad Elshaer, Jan Coburger, Christian R. Wirtz, Oliver Burgert, Franziska Mathis-Ullrich
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-54186-7