Treg-driven magnetic resonance radiomics in glioblastoma: a multicenter and cross-species model for prognostic biomarker discovery
Xuezhen Wang, Minghuan Yang, Jie Li, Yufan Wu, Qiuyuan Yue, Xinkai Wang, Hailin Lan, Xiaoxia Li, Junjun Li, Yang Wang, Qichun Wei, Jinsheng Hong, Qichun Wei, Jinsheng Hong, Mingwei Zhang
Topics & Concepts
RadiomicsMedicineMagnetic resonance imagingHazard ratioBiomarkerOncologyImaging biomarkerRadiogenomicsInternal medicineConfidence intervalIRF4Immune systemProportional hazards modelCD8Cancer researchVascularityNeuroimagingPathway analysisBiomarker discoveryDiseaseHematologyPrognostic modelBioinformaticsClinical trialClinical endpointSTAT proteinPathologyImmunotherapyGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingCancer Immunotherapy and Biomarkers