Multiparametric MRI-based radiomics nomogram for preoperative prediction of lymphovascular invasion and clinical outcomes in patients with breast invasive ductal carcinoma
Junjie Zhang, Guanghui Wang, Jialiang Ren, Zhao Yang, Dandan Li, Yanfen Cui, Xiaotang Yang
Topics & Concepts
NomogramMedicineLymphovascular invasionRadiomicsRadiologyBreast MRICohortLogistic regressionUnivariateBreast cancerUnivariate analysisOncologyMultivariate analysisInternal medicineMultivariate statisticsCancerMetastasisMammographyStatisticsMathematicsBreast Cancer Treatment StudiesMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging