Vertebral MRI-based radiomics model to differentiate multiple myeloma from metastases: influence of features number on logistic regression model performance
Jianfang Liu, Wei Guo, Piaoe Zeng, Yayuan Geng, Yan Liu, Hanqiang Ouyang, Ning Lang, Huishu Yuan
Topics & Concepts
MedicineNeuroradiologyLogistic regressionFeature selectionRadiomicsInterventional radiologyRadiologyMultiple myelomaFeature (linguistics)Receiver operating characteristicNuclear medicineInternal medicineArtificial intelligenceNeurologyComputer sciencePhilosophyPsychiatryLinguisticsMultiple Myeloma Research and TreatmentsManagement of metastatic bone diseaseRadiomics and Machine Learning in Medical Imaging