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A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI

Shahriar Faghani, Bardia Khosravi, Mana Moassefi, Gian Marco Conte, Bradley J. Erickson

2023Journal of Digital Imaging36 citationsDOIOpen Access PDF

Topics & Concepts

GlioblastomaMethylationDNA methylationMagnetic resonance imagingO-6-methylguanine-DNA methyltransferaseCancer researchMedicineComputational biologyOncologyBiologyMethyltransferaseGeneRadiologyGeneticsGene expressionGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and Classification
A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI | Litcius