A novel MRI-based deep learning networks combined with attention mechanism for predicting CDKN2A/B homozygous deletion status in IDH-mutant astrocytoma
Liqiang Zhang, Rui Wang, Jueni Gao, Yi Tang, Xinyi Xu, Yubo Kan, Xu Cao, Zhipeng Wen, Zhi Liu, Shaoguo Cui, Yongmei Li
Topics & Concepts
CDKN2AIDH1AstrocytomaMagnetic resonance imagingIsocitrate dehydrogenaseDeep learningMedicineMutantNuclear medicineBiologyArtificial intelligenceCancerCancer researchGliomaComputer scienceGeneticsRadiologyGeneInternal medicineEnzymeBiochemistryGlioma Diagnosis and TreatmentFerroptosis and cancer prognosisRadiomics and Machine Learning in Medical Imaging