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Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors

Brandon K.K. Fields, Natalie L. Demirjian, Darryl Hwang, Bino Varghese, Steven Cen, Xiaomeng Lei, Bhushan Desai, Vinay Duddalwar, George R. Matcuk

2021European Radiology42 citationsDOI

Topics & Concepts

MedicineNeuroradiologyAdaBoostRandom forestRadiomicsUnivariateSoft tissueRadiologyReceiver operating characteristicMagnetic resonance imagingUnivariate analysisArtificial intelligenceBoosting (machine learning)Machine learningSupport vector machineMultivariate analysisComputer scienceMultivariate statisticsInternal medicinePsychiatryNeurologySarcoma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingSoft tissue tumor case studies
Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors | Litcius