MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network.
Satrajit ChakrabartyPamela LaMontagneJoshua ShimonyDaniel S MarcusAristeidis SotirasPublished in: Neuro-oncology advances (2023)
The high accuracy of the model on unseen data showcases its generalization capabilities and suggests its potential to perform "virtual biopsy" for tailoring treatment planning and overall clinical management of gliomas.